diff --git a/.idea/GOHCache.xml b/.idea/GOHCache.xml
index e59a619..5c7b69d 100644
--- a/.idea/GOHCache.xml
+++ b/.idea/GOHCache.xml
@@ -122,6 +122,27 @@
             </set>
           </value>
         </entry>
+        <entry key="CaffeClassificationLogic">
+          <value>
+            <set>
+              <option value="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/aiservice/caffe_classification_logic.go" />
+            </set>
+          </value>
+        </entry>
+        <entry key="CaffeClassificationRequest">
+          <value>
+            <set>
+              <option value="file://$PROJECT_DIR$/app/aisvc/rpc/pb/aisvc.pb.go" />
+            </set>
+          </value>
+        </entry>
+        <entry key="CaffeClassificationResponse">
+          <value>
+            <set>
+              <option value="file://$PROJECT_DIR$/app/aisvc/rpc/pb/aisvc.pb.go" />
+            </set>
+          </value>
+        </entry>
         <entry key="CasbinVerifyMiddleware">
           <value>
             <set>
@@ -267,7 +288,6 @@
           <value>
             <set>
               <option value="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/aiservice/face_recognition_logic.go" />
-              <option value="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/facerecognitionservice/face_recognition_logic.go" />
             </set>
           </value>
         </entry>
@@ -953,6 +973,27 @@
             </set>
           </value>
         </entry>
+        <entry key="TfClassificationLogic">
+          <value>
+            <set>
+              <option value="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/aiservice/tf_classification_logic.go" />
+            </set>
+          </value>
+        </entry>
+        <entry key="TfClassificationRequest">
+          <value>
+            <set>
+              <option value="file://$PROJECT_DIR$/app/aisvc/rpc/pb/aisvc.pb.go" />
+            </set>
+          </value>
+        </entry>
+        <entry key="TfClassificationResponse">
+          <value>
+            <set>
+              <option value="file://$PROJECT_DIR$/app/aisvc/rpc/pb/aisvc.pb.go" />
+            </set>
+          </value>
+        </entry>
         <entry key="Token">
           <value>
             <set>
@@ -1325,7 +1366,7 @@
         <entry key="file://D:/GoPath/pkg/mod/github.com/!kagami/go-face@v0.0.0-20210630145111-0c14797b4d0e/face.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737436748224" />
+              <option name="lastModified" value="1737559935226" />
               <option name="schema">
                 <list>
                   <option value="Recognizer" />
@@ -1335,13 +1376,6 @@
             </ScannedPath>
           </value>
         </entry>
-        <entry key="file://$PROJECT_DIR$/app/ai/rpc/generate.go">
-          <value>
-            <ScannedPath>
-              <option name="lastModified" value="1737425967125" />
-            </ScannedPath>
-          </value>
-        </entry>
         <entry key="file://$PROJECT_DIR$/app/aisvc/model/mysql/generate/generate.go">
           <value>
             <ScannedPath>
@@ -1402,10 +1436,17 @@
             </ScannedPath>
           </value>
         </entry>
+        <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/build.go">
+          <value>
+            <ScannedPath>
+              <option name="lastModified" value="1737540237579" />
+            </ScannedPath>
+          </value>
+        </entry>
         <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/client/aiservice/ai_service.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737471643677" />
+              <option name="lastModified" value="1737535196216" />
               <option name="schema">
                 <list>
                   <option value="defaultAiService" />
@@ -1417,7 +1458,7 @@
         <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/generate.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737426199266" />
+              <option name="lastModified" value="1737540206762" />
             </ScannedPath>
           </value>
         </entry>
@@ -1433,10 +1474,22 @@
             </ScannedPath>
           </value>
         </entry>
+        <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/aiservice/caffe_classification_logic.go">
+          <value>
+            <ScannedPath>
+              <option name="lastModified" value="1737535196207" />
+              <option name="schema">
+                <list>
+                  <option value="CaffeClassificationLogic" />
+                </list>
+              </option>
+            </ScannedPath>
+          </value>
+        </entry>
         <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/aiservice/face_recognition_logic.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737511014685" />
+              <option name="lastModified" value="1737604866085" />
               <option name="schema">
                 <list>
                   <option value="FaceRecognitionLogic" />
@@ -1445,13 +1498,13 @@
             </ScannedPath>
           </value>
         </entry>
-        <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/facerecognitionservice/face_recognition_logic.go">
+        <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/internal/logic/aiservice/tf_classification_logic.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737426415089" />
+              <option name="lastModified" value="1737534650883" />
               <option name="schema">
                 <list>
-                  <option value="FaceRecognitionLogic" />
+                  <option value="TfClassificationLogic" />
                 </list>
               </option>
             </ScannedPath>
@@ -1460,7 +1513,7 @@
         <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/internal/server/aiservice/ai_service_server.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737471643672" />
+              <option name="lastModified" value="1737535196211" />
               <option name="schema">
                 <list>
                   <option value="AiServiceServer" />
@@ -1472,7 +1525,7 @@
         <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/internal/svc/service_context.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737451498188" />
+              <option name="lastModified" value="1737534763350" />
               <option name="schema">
                 <list>
                   <option value="ServiceContext" />
@@ -1484,11 +1537,15 @@
         <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/pb/aisvc.pb.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737471643651" />
+              <option name="lastModified" value="1737535196194" />
               <option name="schema">
                 <list>
                   <option value="FaceRecognitionRequest" />
                   <option value="FaceRecognitionResponse" />
+                  <option value="TfClassificationRequest" />
+                  <option value="TfClassificationResponse" />
+                  <option value="CaffeClassificationRequest" />
+                  <option value="CaffeClassificationResponse" />
                   <option value="x" />
                 </list>
               </option>
@@ -1498,7 +1555,7 @@
         <entry key="file://$PROJECT_DIR$/app/aisvc/rpc/pb/aisvc_grpc.pb.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737471643657" />
+              <option name="lastModified" value="1737535196195" />
               <option name="schema">
                 <list>
                   <option value="aiServiceClient" />
@@ -1511,7 +1568,7 @@
         <entry key="file://$PROJECT_DIR$/app/auth/api/auth.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1735112913996" />
+              <option name="lastModified" value="1737600178055" />
             </ScannedPath>
           </value>
         </entry>
@@ -1677,7 +1734,7 @@
         <entry key="file://$PROJECT_DIR$/app/auth/api/internal/handler/routes.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737092120580" />
+              <option name="lastModified" value="1737533432274" />
             </ScannedPath>
           </value>
         </entry>
@@ -2060,7 +2117,7 @@
         <entry key="file://$PROJECT_DIR$/app/auth/api/internal/logic/storage/upload_file_logic.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737478365272" />
+              <option name="lastModified" value="1737533110977" />
               <option name="schema">
                 <list>
                   <option value="UploadFileLogic" />
@@ -2293,7 +2350,7 @@
         <entry key="file://$PROJECT_DIR$/app/auth/api/internal/types/types.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1737092120578" />
+              <option name="lastModified" value="1737533432269" />
               <option name="schema">
                 <list>
                   <option value="AccountLoginRequest" />
@@ -2767,6 +2824,20 @@
             </ScannedPath>
           </value>
         </entry>
+        <entry key="file://$PROJECT_DIR$/build.go">
+          <value>
+            <ScannedPath>
+              <option name="lastModified" value="1737603279477" />
+            </ScannedPath>
+          </value>
+        </entry>
+        <entry key="file://$PROJECT_DIR$/common/caffe_classifier/caffe_classifier.go">
+          <value>
+            <ScannedPath>
+              <option name="lastModified" value="1737535248279" />
+            </ScannedPath>
+          </value>
+        </entry>
         <entry key="file://$PROJECT_DIR$/common/captcha/generate/generate_basic_text_captcha.go">
           <value>
             <ScannedPath>
@@ -2861,7 +2932,7 @@
         <entry key="file://$PROJECT_DIR$/common/casbinx/casbin.go">
           <value>
             <ScannedPath>
-              <option name="lastModified" value="1735029589299" />
+              <option name="lastModified" value="1737600200600" />
             </ScannedPath>
           </value>
         </entry>
@@ -2961,13 +3032,6 @@
             </ScannedPath>
           </value>
         </entry>
-        <entry key="file://$PROJECT_DIR$/common/face_recognition/face_recognition.go">
-          <value>
-            <ScannedPath>
-              <option name="lastModified" value="1737432158291" />
-            </ScannedPath>
-          </value>
-        </entry>
         <entry key="file://$PROJECT_DIR$/common/face_recognizer/face_recognizer.go">
           <value>
             <ScannedPath>
@@ -2975,13 +3039,6 @@
             </ScannedPath>
           </value>
         </entry>
-        <entry key="file://$PROJECT_DIR$/common/face_recognizer/face_recognizer_test.go">
-          <value>
-            <ScannedPath>
-              <option name="lastModified" value="1737464721501" />
-            </ScannedPath>
-          </value>
-        </entry>
         <entry key="file://$PROJECT_DIR$/common/gao_map/amap.go">
           <value>
             <ScannedPath>
@@ -3399,6 +3456,13 @@
             </ScannedPath>
           </value>
         </entry>
+        <entry key="file://$PROJECT_DIR$/common/tf_classifier/tf_classifier.go">
+          <value>
+            <ScannedPath>
+              <option name="lastModified" value="1737518434331" />
+            </ScannedPath>
+          </value>
+        </entry>
         <entry key="file://$PROJECT_DIR$/common/utils/encrypt.go">
           <value>
             <ScannedPath>
@@ -3425,13 +3489,6 @@
             </ScannedPath>
           </value>
         </entry>
-        <entry key="file://$PROJECT_DIR$/common/utils/generate_file_hash.go">
-          <value>
-            <ScannedPath>
-              <option name="lastModified" value="1736849903553" />
-            </ScannedPath>
-          </value>
-        </entry>
         <entry key="file://$PROJECT_DIR$/common/utils/generate_image_hash.go">
           <value>
             <ScannedPath>
@@ -3531,6 +3588,9 @@
         <entry key="bucket_properties" value="BucketProperties" />
         <entry key="bucket_stat" value="BucketStat" />
         <entry key="cache_entry" value="CacheEntry" />
+        <entry key="caffe_classification_logic" value="CaffeClassificationLogic" />
+        <entry key="caffe_classification_request" value="CaffeClassificationRequest" />
+        <entry key="caffe_classification_response" value="CaffeClassificationResponse" />
         <entry key="casbin_verify_middleware" value="CasbinVerifyMiddleware" />
         <entry key="code_msg" value="CodeMsg" />
         <entry key="comment_content" value="CommentContent" />
@@ -3669,6 +3729,9 @@
         <entry key="submit_reply_comment_logic" value="SubmitReplyCommentLogic" />
         <entry key="submit_reply_reply_logic" value="SubmitReplyReplyLogic" />
         <entry key="tencent_cos" value="TencentCOS" />
+        <entry key="tf_classification_logic" value="TfClassificationLogic" />
+        <entry key="tf_classification_request" value="TfClassificationRequest" />
+        <entry key="tf_classification_response" value="TfClassificationResponse" />
         <entry key="token" value="Token" />
         <entry key="unimplemented_ai_service_server" value="UnimplementedAiServiceServer" />
         <entry key="upload_file_logic" value="UploadFileLogic" />
@@ -3684,6 +3747,6 @@
         <entry key="x" value="x" />
       </map>
     </option>
-    <option name="lastTimeChecked" value="1737424561706" />
+    <option name="lastTimeChecked" value="1737523965355" />
   </component>
 </project>
\ No newline at end of file
diff --git a/aisvc.Dockerfile b/aisvc.Dockerfile
new file mode 100644
index 0000000..361a497
--- /dev/null
+++ b/aisvc.Dockerfile
@@ -0,0 +1,125 @@
+# to build this docker image:
+#   docker build --build-arg OPENCV_VERSION="4.11.0" -f aisvc.Dockerfile -t schisandra-ai-server .
+#   docker build --build-arg OPENCV_VERSION="4.x" --build-arg OPENCV_FILE="https://github.com/opencv/opencv/archive/refs/heads/4.x.zip" --build-arg OPENCV_CONTRIB_FILE="https://github.com/opencv/opencv_contrib/archive/refs/heads/4.x.zip" -f opencv.Dockerfile -t schisandra-cloud-album-server .
+
+FROM golang:1.23.5-bullseye AS builder
+
+LABEL maintainer="landaiqing <<landaiqing@126.com>>"
+
+ENV TZ=Asia/Shanghai \
+    DEBIAN_FRONTEND=noninteractive
+
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+
+RUN sed -i 's|http://deb.debian.org/debian|https://mirrors.tuna.tsinghua.edu.cn/debian|g' /etc/apt/sources.list && \
+    apt-get update && apt-get install -y --no-install-recommends --fix-missing \
+    tzdata git build-essential cmake pkg-config wget unzip libgtk2.0-dev \
+    curl ca-certificates libcurl4-openssl-dev libssl-dev \
+    libavcodec-dev libavformat-dev libswscale-dev libtbb2 libtbb-dev \
+    libharfbuzz-dev libfreetype6-dev \
+    libjpeg-dev libturbojpeg-dev libpng-dev libtiff-dev libdc1394-22-dev nasm  \
+    libdlib-dev libblas-dev libatlas-base-dev liblapack-dev \
+    gcc g++ musl-dev cmake && \
+    rm -rf /var/lib/apt/lists/*
+
+ARG OPENCV_VERSION="4.11.0"
+
+ENV OPENCV_VERSION=$OPENCV_VERSION
+
+ARG OPENCV_FILE="https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.zip"
+
+ENV OPENCV_FILE=$OPENCV_FILE
+
+ARG OPENCV_CONTRIB_FILE="https://github.com/opencv/opencv_contrib/archive/${OPENCV_VERSION}.zip"
+
+ENV OPENCV_CONTRIB_FILE=$OPENCV_CONTRIB_FILE
+
+RUN curl -Lo opencv.zip ${OPENCV_FILE} && \
+      unzip -q opencv.zip && \
+      curl -Lo opencv_contrib.zip ${OPENCV_CONTRIB_FILE} && \
+      unzip -q opencv_contrib.zip && \
+      rm opencv.zip opencv_contrib.zip && \
+      cd opencv-${OPENCV_VERSION} && \
+      mkdir build && cd build && \
+      cmake -D CMAKE_BUILD_TYPE=RELEASE \
+      -D WITH_IPP=OFF \
+      -D WITH_OPENGL=OFF \
+      -D WITH_QT=OFF \
+      -D WITH_FREETYPE=ON \
+      -D CMAKE_INSTALL_PREFIX=/usr/local \
+      -D OPENCV_EXTRA_MODULES_PATH=../../opencv_contrib-${OPENCV_VERSION}/modules \
+      -D OPENCV_ENABLE_NONFREE=ON \
+      -D WITH_JASPER=OFF \
+      -D WITH_TBB=ON \
+      -D BUILD_JPEG=ON \
+      -D WITH_SIMD=ON \
+      -D ENABLE_LIBJPEG_TURBO_SIMD=ON \
+      -D BUILD_DOCS=OFF \
+      -D BUILD_EXAMPLES=OFF \
+      -D BUILD_TESTS=OFF \
+      -D BUILD_PERF_TESTS=ON \
+      -D BUILD_opencv_java=NO \
+      -D BUILD_opencv_python=NO \
+      -D BUILD_opencv_python2=NO \
+      -D BUILD_opencv_python3=NO \
+      -D OPENCV_GENERATE_PKGCONFIG=ON .. && \
+      make -j $(nproc --all) && \
+      make preinstall && make install && ldconfig && \
+      cd / && rm -rf opencv*
+
+WORKDIR /app
+
+COPY . .
+
+#WORKDIR /app/app/aisvc/
+
+ENV CGO_ENABLED=1 \
+    CGO_CFLAGS="-I/usr/local/include/opencv4" \
+    CGO_CPPFLAGS="-I/usr/local/include" \
+    CGO_LDFLAGS="-L/usr/local/lib -lopencv_core -lopencv_face -lopencv_videoio -lopencv_imgproc -lopencv_highgui -lopencv_imgcodecs -lopencv_objdetect -lopencv_features2d -lopencv_video -lopencv_dnn -lopencv_xfeatures2d" \
+    GOOS=linux \
+    GOARCH=amd64 \
+    GOPROXY=https://goproxy.cn,direct
+
+RUN go mod download
+
+RUN go build -ldflags="-w -s" -o schisandra-ai-server ./app/aisvc/rpc/aisvc.go
+
+#EXPOSE 8888
+#
+#CMD ["./schisandra-ai-server"]
+
+FROM debian:bullseye-slim AS runtime
+
+ENV TZ=Asia/Shanghai \
+    DEBIAN_FRONTEND=noninteractive
+
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone && \
+    apt-get update && apt-get install -y --no-install-recommends \
+    tzdata libjpeg62-turbo libpng16-16 libtiff5 libturbojpeg0 \
+    libharfbuzz0b libfreetype6 libavcodec58 libavformat58 libswscale5 libtbb2 \
+    libblas3 liblapack3 && \
+    rm -rf /var/lib/apt/lists/*
+
+WORKDIR /app
+
+COPY --from=builder /usr/local/lib /usr/local/lib/
+
+COPY --from=builder /usr/lib/ /usr/lib/
+
+COPY --from=builder /usr/local/include/opencv4 /usr/local/include/opencv4/
+
+COPY --from=builder /app/schisandra-ai-server .
+
+COPY --from=builder /app/app/aisvc/rpc/etc ./rpc/etc
+
+COPY --from=builder /app/app/aisvc/resources ./resources
+
+ENV LD_LIBRARY_PATH=/usr/local/lib
+
+RUN echo "/usr/local/lib" > /etc/ld.so.conf.d/custom-libs.conf && ldconfig
+
+
+EXPOSE 8888
+
+CMD ["./schisandra-ai-server"]
diff --git a/app/aisvc/resources/models/caffemodel/bvlc_googlenet.caffemodel b/app/aisvc/resources/models/caffemodel/bvlc_googlenet.caffemodel
new file mode 100644
index 0000000..a21694f
Binary files /dev/null and b/app/aisvc/resources/models/caffemodel/bvlc_googlenet.caffemodel differ
diff --git a/app/aisvc/resources/models/caffemodel/bvlc_googlenet.prototxt b/app/aisvc/resources/models/caffemodel/bvlc_googlenet.prototxt
new file mode 100644
index 0000000..414e355
--- /dev/null
+++ b/app/aisvc/resources/models/caffemodel/bvlc_googlenet.prototxt
@@ -0,0 +1,2156 @@
+name: "GoogleNet"
+input: "data"
+input_dim: 1
+input_dim: 3
+input_dim: 224
+input_dim: 224
+layer {
+  name: "conv1/7x7_s2"
+  type: "Convolution"
+  bottom: "data"
+  top: "conv1/7x7_s2"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    pad: 3
+    kernel_size: 7
+    stride: 2
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "conv1/relu_7x7"
+  type: "ReLU"
+  bottom: "conv1/7x7_s2"
+  top: "conv1/7x7_s2"
+}
+layer {
+  name: "pool1/3x3_s2"
+  type: "Pooling"
+  bottom: "conv1/7x7_s2"
+  top: "pool1/3x3_s2"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 2
+  }
+}
+layer {
+  name: "pool1/norm1"
+  type: "LRN"
+  bottom: "pool1/3x3_s2"
+  top: "pool1/norm1"
+  lrn_param {
+    local_size: 5
+    alpha: 0.0001
+    beta: 0.75
+  }
+}
+layer {
+  name: "conv2/3x3_reduce"
+  type: "Convolution"
+  bottom: "pool1/norm1"
+  top: "conv2/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "conv2/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "conv2/3x3_reduce"
+  top: "conv2/3x3_reduce"
+}
+layer {
+  name: "conv2/3x3"
+  type: "Convolution"
+  bottom: "conv2/3x3_reduce"
+  top: "conv2/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 192
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "conv2/relu_3x3"
+  type: "ReLU"
+  bottom: "conv2/3x3"
+  top: "conv2/3x3"
+}
+layer {
+  name: "conv2/norm2"
+  type: "LRN"
+  bottom: "conv2/3x3"
+  top: "conv2/norm2"
+  lrn_param {
+    local_size: 5
+    alpha: 0.0001
+    beta: 0.75
+  }
+}
+layer {
+  name: "pool2/3x3_s2"
+  type: "Pooling"
+  bottom: "conv2/norm2"
+  top: "pool2/3x3_s2"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 2
+  }
+}
+layer {
+  name: "inception_3a/1x1"
+  type: "Convolution"
+  bottom: "pool2/3x3_s2"
+  top: "inception_3a/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3a/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_3a/1x1"
+  top: "inception_3a/1x1"
+}
+layer {
+  name: "inception_3a/3x3_reduce"
+  type: "Convolution"
+  bottom: "pool2/3x3_s2"
+  top: "inception_3a/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 96
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3a/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_3a/3x3_reduce"
+  top: "inception_3a/3x3_reduce"
+}
+layer {
+  name: "inception_3a/3x3"
+  type: "Convolution"
+  bottom: "inception_3a/3x3_reduce"
+  top: "inception_3a/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3a/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_3a/3x3"
+  top: "inception_3a/3x3"
+}
+layer {
+  name: "inception_3a/5x5_reduce"
+  type: "Convolution"
+  bottom: "pool2/3x3_s2"
+  top: "inception_3a/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 16
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3a/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_3a/5x5_reduce"
+  top: "inception_3a/5x5_reduce"
+}
+layer {
+  name: "inception_3a/5x5"
+  type: "Convolution"
+  bottom: "inception_3a/5x5_reduce"
+  top: "inception_3a/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 32
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3a/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_3a/5x5"
+  top: "inception_3a/5x5"
+}
+layer {
+  name: "inception_3a/pool"
+  type: "Pooling"
+  bottom: "pool2/3x3_s2"
+  top: "inception_3a/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_3a/pool_proj"
+  type: "Convolution"
+  bottom: "inception_3a/pool"
+  top: "inception_3a/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 32
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3a/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_3a/pool_proj"
+  top: "inception_3a/pool_proj"
+}
+layer {
+  name: "inception_3a/output"
+  type: "Concat"
+  bottom: "inception_3a/1x1"
+  bottom: "inception_3a/3x3"
+  bottom: "inception_3a/5x5"
+  bottom: "inception_3a/pool_proj"
+  top: "inception_3a/output"
+}
+layer {
+  name: "inception_3b/1x1"
+  type: "Convolution"
+  bottom: "inception_3a/output"
+  top: "inception_3b/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3b/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_3b/1x1"
+  top: "inception_3b/1x1"
+}
+layer {
+  name: "inception_3b/3x3_reduce"
+  type: "Convolution"
+  bottom: "inception_3a/output"
+  top: "inception_3b/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3b/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_3b/3x3_reduce"
+  top: "inception_3b/3x3_reduce"
+}
+layer {
+  name: "inception_3b/3x3"
+  type: "Convolution"
+  bottom: "inception_3b/3x3_reduce"
+  top: "inception_3b/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 192
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3b/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_3b/3x3"
+  top: "inception_3b/3x3"
+}
+layer {
+  name: "inception_3b/5x5_reduce"
+  type: "Convolution"
+  bottom: "inception_3a/output"
+  top: "inception_3b/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 32
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3b/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_3b/5x5_reduce"
+  top: "inception_3b/5x5_reduce"
+}
+layer {
+  name: "inception_3b/5x5"
+  type: "Convolution"
+  bottom: "inception_3b/5x5_reduce"
+  top: "inception_3b/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 96
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3b/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_3b/5x5"
+  top: "inception_3b/5x5"
+}
+layer {
+  name: "inception_3b/pool"
+  type: "Pooling"
+  bottom: "inception_3a/output"
+  top: "inception_3b/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_3b/pool_proj"
+  type: "Convolution"
+  bottom: "inception_3b/pool"
+  top: "inception_3b/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_3b/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_3b/pool_proj"
+  top: "inception_3b/pool_proj"
+}
+layer {
+  name: "inception_3b/output"
+  type: "Concat"
+  bottom: "inception_3b/1x1"
+  bottom: "inception_3b/3x3"
+  bottom: "inception_3b/5x5"
+  bottom: "inception_3b/pool_proj"
+  top: "inception_3b/output"
+}
+layer {
+  name: "pool3/3x3_s2"
+  type: "Pooling"
+  bottom: "inception_3b/output"
+  top: "pool3/3x3_s2"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 2
+  }
+}
+layer {
+  name: "inception_4a/1x1"
+  type: "Convolution"
+  bottom: "pool3/3x3_s2"
+  top: "inception_4a/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 192
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4a/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_4a/1x1"
+  top: "inception_4a/1x1"
+}
+layer {
+  name: "inception_4a/3x3_reduce"
+  type: "Convolution"
+  bottom: "pool3/3x3_s2"
+  top: "inception_4a/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 96
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4a/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_4a/3x3_reduce"
+  top: "inception_4a/3x3_reduce"
+}
+layer {
+  name: "inception_4a/3x3"
+  type: "Convolution"
+  bottom: "inception_4a/3x3_reduce"
+  top: "inception_4a/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 208
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4a/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_4a/3x3"
+  top: "inception_4a/3x3"
+}
+layer {
+  name: "inception_4a/5x5_reduce"
+  type: "Convolution"
+  bottom: "pool3/3x3_s2"
+  top: "inception_4a/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 16
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4a/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_4a/5x5_reduce"
+  top: "inception_4a/5x5_reduce"
+}
+layer {
+  name: "inception_4a/5x5"
+  type: "Convolution"
+  bottom: "inception_4a/5x5_reduce"
+  top: "inception_4a/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 48
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4a/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_4a/5x5"
+  top: "inception_4a/5x5"
+}
+layer {
+  name: "inception_4a/pool"
+  type: "Pooling"
+  bottom: "pool3/3x3_s2"
+  top: "inception_4a/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_4a/pool_proj"
+  type: "Convolution"
+  bottom: "inception_4a/pool"
+  top: "inception_4a/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4a/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_4a/pool_proj"
+  top: "inception_4a/pool_proj"
+}
+layer {
+  name: "inception_4a/output"
+  type: "Concat"
+  bottom: "inception_4a/1x1"
+  bottom: "inception_4a/3x3"
+  bottom: "inception_4a/5x5"
+  bottom: "inception_4a/pool_proj"
+  top: "inception_4a/output"
+}
+layer {
+  name: "inception_4b/1x1"
+  type: "Convolution"
+  bottom: "inception_4a/output"
+  top: "inception_4b/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 160
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4b/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_4b/1x1"
+  top: "inception_4b/1x1"
+}
+layer {
+  name: "inception_4b/3x3_reduce"
+  type: "Convolution"
+  bottom: "inception_4a/output"
+  top: "inception_4b/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 112
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4b/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_4b/3x3_reduce"
+  top: "inception_4b/3x3_reduce"
+}
+layer {
+  name: "inception_4b/3x3"
+  type: "Convolution"
+  bottom: "inception_4b/3x3_reduce"
+  top: "inception_4b/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 224
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4b/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_4b/3x3"
+  top: "inception_4b/3x3"
+}
+layer {
+  name: "inception_4b/5x5_reduce"
+  type: "Convolution"
+  bottom: "inception_4a/output"
+  top: "inception_4b/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 24
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4b/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_4b/5x5_reduce"
+  top: "inception_4b/5x5_reduce"
+}
+layer {
+  name: "inception_4b/5x5"
+  type: "Convolution"
+  bottom: "inception_4b/5x5_reduce"
+  top: "inception_4b/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4b/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_4b/5x5"
+  top: "inception_4b/5x5"
+}
+layer {
+  name: "inception_4b/pool"
+  type: "Pooling"
+  bottom: "inception_4a/output"
+  top: "inception_4b/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_4b/pool_proj"
+  type: "Convolution"
+  bottom: "inception_4b/pool"
+  top: "inception_4b/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4b/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_4b/pool_proj"
+  top: "inception_4b/pool_proj"
+}
+layer {
+  name: "inception_4b/output"
+  type: "Concat"
+  bottom: "inception_4b/1x1"
+  bottom: "inception_4b/3x3"
+  bottom: "inception_4b/5x5"
+  bottom: "inception_4b/pool_proj"
+  top: "inception_4b/output"
+}
+layer {
+  name: "inception_4c/1x1"
+  type: "Convolution"
+  bottom: "inception_4b/output"
+  top: "inception_4c/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4c/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_4c/1x1"
+  top: "inception_4c/1x1"
+}
+layer {
+  name: "inception_4c/3x3_reduce"
+  type: "Convolution"
+  bottom: "inception_4b/output"
+  top: "inception_4c/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4c/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_4c/3x3_reduce"
+  top: "inception_4c/3x3_reduce"
+}
+layer {
+  name: "inception_4c/3x3"
+  type: "Convolution"
+  bottom: "inception_4c/3x3_reduce"
+  top: "inception_4c/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 256
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4c/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_4c/3x3"
+  top: "inception_4c/3x3"
+}
+layer {
+  name: "inception_4c/5x5_reduce"
+  type: "Convolution"
+  bottom: "inception_4b/output"
+  top: "inception_4c/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 24
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4c/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_4c/5x5_reduce"
+  top: "inception_4c/5x5_reduce"
+}
+layer {
+  name: "inception_4c/5x5"
+  type: "Convolution"
+  bottom: "inception_4c/5x5_reduce"
+  top: "inception_4c/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4c/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_4c/5x5"
+  top: "inception_4c/5x5"
+}
+layer {
+  name: "inception_4c/pool"
+  type: "Pooling"
+  bottom: "inception_4b/output"
+  top: "inception_4c/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_4c/pool_proj"
+  type: "Convolution"
+  bottom: "inception_4c/pool"
+  top: "inception_4c/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4c/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_4c/pool_proj"
+  top: "inception_4c/pool_proj"
+}
+layer {
+  name: "inception_4c/output"
+  type: "Concat"
+  bottom: "inception_4c/1x1"
+  bottom: "inception_4c/3x3"
+  bottom: "inception_4c/5x5"
+  bottom: "inception_4c/pool_proj"
+  top: "inception_4c/output"
+}
+layer {
+  name: "inception_4d/1x1"
+  type: "Convolution"
+  bottom: "inception_4c/output"
+  top: "inception_4d/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 112
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4d/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_4d/1x1"
+  top: "inception_4d/1x1"
+}
+layer {
+  name: "inception_4d/3x3_reduce"
+  type: "Convolution"
+  bottom: "inception_4c/output"
+  top: "inception_4d/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 144
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4d/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_4d/3x3_reduce"
+  top: "inception_4d/3x3_reduce"
+}
+layer {
+  name: "inception_4d/3x3"
+  type: "Convolution"
+  bottom: "inception_4d/3x3_reduce"
+  top: "inception_4d/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 288
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4d/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_4d/3x3"
+  top: "inception_4d/3x3"
+}
+layer {
+  name: "inception_4d/5x5_reduce"
+  type: "Convolution"
+  bottom: "inception_4c/output"
+  top: "inception_4d/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 32
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4d/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_4d/5x5_reduce"
+  top: "inception_4d/5x5_reduce"
+}
+layer {
+  name: "inception_4d/5x5"
+  type: "Convolution"
+  bottom: "inception_4d/5x5_reduce"
+  top: "inception_4d/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4d/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_4d/5x5"
+  top: "inception_4d/5x5"
+}
+layer {
+  name: "inception_4d/pool"
+  type: "Pooling"
+  bottom: "inception_4c/output"
+  top: "inception_4d/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_4d/pool_proj"
+  type: "Convolution"
+  bottom: "inception_4d/pool"
+  top: "inception_4d/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 64
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4d/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_4d/pool_proj"
+  top: "inception_4d/pool_proj"
+}
+layer {
+  name: "inception_4d/output"
+  type: "Concat"
+  bottom: "inception_4d/1x1"
+  bottom: "inception_4d/3x3"
+  bottom: "inception_4d/5x5"
+  bottom: "inception_4d/pool_proj"
+  top: "inception_4d/output"
+}
+layer {
+  name: "inception_4e/1x1"
+  type: "Convolution"
+  bottom: "inception_4d/output"
+  top: "inception_4e/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 256
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4e/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_4e/1x1"
+  top: "inception_4e/1x1"
+}
+layer {
+  name: "inception_4e/3x3_reduce"
+  type: "Convolution"
+  bottom: "inception_4d/output"
+  top: "inception_4e/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 160
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4e/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_4e/3x3_reduce"
+  top: "inception_4e/3x3_reduce"
+}
+layer {
+  name: "inception_4e/3x3"
+  type: "Convolution"
+  bottom: "inception_4e/3x3_reduce"
+  top: "inception_4e/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 320
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4e/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_4e/3x3"
+  top: "inception_4e/3x3"
+}
+layer {
+  name: "inception_4e/5x5_reduce"
+  type: "Convolution"
+  bottom: "inception_4d/output"
+  top: "inception_4e/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 32
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4e/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_4e/5x5_reduce"
+  top: "inception_4e/5x5_reduce"
+}
+layer {
+  name: "inception_4e/5x5"
+  type: "Convolution"
+  bottom: "inception_4e/5x5_reduce"
+  top: "inception_4e/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4e/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_4e/5x5"
+  top: "inception_4e/5x5"
+}
+layer {
+  name: "inception_4e/pool"
+  type: "Pooling"
+  bottom: "inception_4d/output"
+  top: "inception_4e/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_4e/pool_proj"
+  type: "Convolution"
+  bottom: "inception_4e/pool"
+  top: "inception_4e/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_4e/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_4e/pool_proj"
+  top: "inception_4e/pool_proj"
+}
+layer {
+  name: "inception_4e/output"
+  type: "Concat"
+  bottom: "inception_4e/1x1"
+  bottom: "inception_4e/3x3"
+  bottom: "inception_4e/5x5"
+  bottom: "inception_4e/pool_proj"
+  top: "inception_4e/output"
+}
+layer {
+  name: "pool4/3x3_s2"
+  type: "Pooling"
+  bottom: "inception_4e/output"
+  top: "pool4/3x3_s2"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 2
+  }
+}
+layer {
+  name: "inception_5a/1x1"
+  type: "Convolution"
+  bottom: "pool4/3x3_s2"
+  top: "inception_5a/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 256
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5a/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_5a/1x1"
+  top: "inception_5a/1x1"
+}
+layer {
+  name: "inception_5a/3x3_reduce"
+  type: "Convolution"
+  bottom: "pool4/3x3_s2"
+  top: "inception_5a/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 160
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5a/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_5a/3x3_reduce"
+  top: "inception_5a/3x3_reduce"
+}
+layer {
+  name: "inception_5a/3x3"
+  type: "Convolution"
+  bottom: "inception_5a/3x3_reduce"
+  top: "inception_5a/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 320
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5a/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_5a/3x3"
+  top: "inception_5a/3x3"
+}
+layer {
+  name: "inception_5a/5x5_reduce"
+  type: "Convolution"
+  bottom: "pool4/3x3_s2"
+  top: "inception_5a/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 32
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5a/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_5a/5x5_reduce"
+  top: "inception_5a/5x5_reduce"
+}
+layer {
+  name: "inception_5a/5x5"
+  type: "Convolution"
+  bottom: "inception_5a/5x5_reduce"
+  top: "inception_5a/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5a/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_5a/5x5"
+  top: "inception_5a/5x5"
+}
+layer {
+  name: "inception_5a/pool"
+  type: "Pooling"
+  bottom: "pool4/3x3_s2"
+  top: "inception_5a/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_5a/pool_proj"
+  type: "Convolution"
+  bottom: "inception_5a/pool"
+  top: "inception_5a/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5a/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_5a/pool_proj"
+  top: "inception_5a/pool_proj"
+}
+layer {
+  name: "inception_5a/output"
+  type: "Concat"
+  bottom: "inception_5a/1x1"
+  bottom: "inception_5a/3x3"
+  bottom: "inception_5a/5x5"
+  bottom: "inception_5a/pool_proj"
+  top: "inception_5a/output"
+}
+layer {
+  name: "inception_5b/1x1"
+  type: "Convolution"
+  bottom: "inception_5a/output"
+  top: "inception_5b/1x1"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 384
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5b/relu_1x1"
+  type: "ReLU"
+  bottom: "inception_5b/1x1"
+  top: "inception_5b/1x1"
+}
+layer {
+  name: "inception_5b/3x3_reduce"
+  type: "Convolution"
+  bottom: "inception_5a/output"
+  top: "inception_5b/3x3_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 192
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.09
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5b/relu_3x3_reduce"
+  type: "ReLU"
+  bottom: "inception_5b/3x3_reduce"
+  top: "inception_5b/3x3_reduce"
+}
+layer {
+  name: "inception_5b/3x3"
+  type: "Convolution"
+  bottom: "inception_5b/3x3_reduce"
+  top: "inception_5b/3x3"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 384
+    pad: 1
+    kernel_size: 3
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5b/relu_3x3"
+  type: "ReLU"
+  bottom: "inception_5b/3x3"
+  top: "inception_5b/3x3"
+}
+layer {
+  name: "inception_5b/5x5_reduce"
+  type: "Convolution"
+  bottom: "inception_5a/output"
+  top: "inception_5b/5x5_reduce"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 48
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.2
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5b/relu_5x5_reduce"
+  type: "ReLU"
+  bottom: "inception_5b/5x5_reduce"
+  top: "inception_5b/5x5_reduce"
+}
+layer {
+  name: "inception_5b/5x5"
+  type: "Convolution"
+  bottom: "inception_5b/5x5_reduce"
+  top: "inception_5b/5x5"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    pad: 2
+    kernel_size: 5
+    weight_filler {
+      type: "xavier"
+      std: 0.03
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5b/relu_5x5"
+  type: "ReLU"
+  bottom: "inception_5b/5x5"
+  top: "inception_5b/5x5"
+}
+layer {
+  name: "inception_5b/pool"
+  type: "Pooling"
+  bottom: "inception_5a/output"
+  top: "inception_5b/pool"
+  pooling_param {
+    pool: MAX
+    kernel_size: 3
+    stride: 1
+    pad: 1
+  }
+}
+layer {
+  name: "inception_5b/pool_proj"
+  type: "Convolution"
+  bottom: "inception_5b/pool"
+  top: "inception_5b/pool_proj"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  convolution_param {
+    num_output: 128
+    kernel_size: 1
+    weight_filler {
+      type: "xavier"
+      std: 0.1
+    }
+    bias_filler {
+      type: "constant"
+      value: 0.2
+    }
+  }
+}
+layer {
+  name: "inception_5b/relu_pool_proj"
+  type: "ReLU"
+  bottom: "inception_5b/pool_proj"
+  top: "inception_5b/pool_proj"
+}
+layer {
+  name: "inception_5b/output"
+  type: "Concat"
+  bottom: "inception_5b/1x1"
+  bottom: "inception_5b/3x3"
+  bottom: "inception_5b/5x5"
+  bottom: "inception_5b/pool_proj"
+  top: "inception_5b/output"
+}
+layer {
+  name: "pool5/7x7_s1"
+  type: "Pooling"
+  bottom: "inception_5b/output"
+  top: "pool5/7x7_s1"
+  pooling_param {
+    pool: AVE
+    kernel_size: 7
+    stride: 1
+  }
+}
+layer {
+  name: "pool5/drop_7x7_s1"
+  type: "Dropout"
+  bottom: "pool5/7x7_s1"
+  top: "pool5/7x7_s1"
+  dropout_param {
+    dropout_ratio: 0.4
+  }
+}
+layer {
+  name: "loss3/classifier"
+  type: "InnerProduct"
+  bottom: "pool5/7x7_s1"
+  top: "loss3/classifier"
+  param {
+    lr_mult: 1
+    decay_mult: 1
+  }
+  param {
+    lr_mult: 2
+    decay_mult: 0
+  }
+  inner_product_param {
+    num_output: 1000
+    weight_filler {
+      type: "xavier"
+    }
+    bias_filler {
+      type: "constant"
+      value: 0
+    }
+  }
+}
+layer {
+  name: "prob"
+  type: "Softmax"
+  bottom: "loss3/classifier"
+  top: "prob"
+}
diff --git a/app/aisvc/resources/models/caffemodel/classification_classes_ILSVRC2012.txt b/app/aisvc/resources/models/caffemodel/classification_classes_ILSVRC2012.txt
new file mode 100644
index 0000000..a509c00
--- /dev/null
+++ b/app/aisvc/resources/models/caffemodel/classification_classes_ILSVRC2012.txt
@@ -0,0 +1,1000 @@
+tench, Tinca tinca
+goldfish, Carassius auratus
+great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias
+tiger shark, Galeocerdo cuvieri
+hammerhead, hammerhead shark
+electric ray, crampfish, numbfish, torpedo
+stingray
+cock
+hen
+ostrich, Struthio camelus
+brambling, Fringilla montifringilla
+goldfinch, Carduelis carduelis
+house finch, linnet, Carpodacus mexicanus
+junco, snowbird
+indigo bunting, indigo finch, indigo bird, Passerina cyanea
+robin, American robin, Turdus migratorius
+bulbul
+jay
+magpie
+chickadee
+water ouzel, dipper
+kite
+bald eagle, American eagle, Haliaeetus leucocephalus
+vulture
+great grey owl, great gray owl, Strix nebulosa
+European fire salamander, Salamandra salamandra
+common newt, Triturus vulgaris
+eft
+spotted salamander, Ambystoma maculatum
+axolotl, mud puppy, Ambystoma mexicanum
+bullfrog, Rana catesbeiana
+tree frog, tree-frog
+tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
+loggerhead, loggerhead turtle, Caretta caretta
+leatherback turtle, leatherback, leathery turtle, Dermochelys coriacea
+mud turtle
+terrapin
+box turtle, box tortoise
+banded gecko
+common iguana, iguana, Iguana iguana
+American chameleon, anole, Anolis carolinensis
+whiptail, whiptail lizard
+agama
+frilled lizard, Chlamydosaurus kingi
+alligator lizard
+Gila monster, Heloderma suspectum
+green lizard, Lacerta viridis
+African chameleon, Chamaeleo chamaeleon
+Komodo dragon, Komodo lizard, dragon lizard, giant lizard, Varanus komodoensis
+African crocodile, Nile crocodile, Crocodylus niloticus
+American alligator, Alligator mississipiensis
+triceratops
+thunder snake, worm snake, Carphophis amoenus
+ringneck snake, ring-necked snake, ring snake
+hognose snake, puff adder, sand viper
+green snake, grass snake
+king snake, kingsnake
+garter snake, grass snake
+water snake
+vine snake
+night snake, Hypsiglena torquata
+boa constrictor, Constrictor constrictor
+rock python, rock snake, Python sebae
+Indian cobra, Naja naja
+green mamba
+sea snake
+horned viper, cerastes, sand viper, horned asp, Cerastes cornutus
+diamondback, diamondback rattlesnake, Crotalus adamanteus
+sidewinder, horned rattlesnake, Crotalus cerastes
+trilobite
+harvestman, daddy longlegs, Phalangium opilio
+scorpion
+black and gold garden spider, Argiope aurantia
+barn spider, Araneus cavaticus
+garden spider, Aranea diademata
+black widow, Latrodectus mactans
+tarantula
+wolf spider, hunting spider
+tick
+centipede
+black grouse
+ptarmigan
+ruffed grouse, partridge, Bonasa umbellus
+prairie chicken, prairie grouse, prairie fowl
+peacock
+quail
+partridge
+African grey, African gray, Psittacus erithacus
+macaw
+sulphur-crested cockatoo, Kakatoe galerita, Cacatua galerita
+lorikeet
+coucal
+bee eater
+hornbill
+hummingbird
+jacamar
+toucan
+drake
+red-breasted merganser, Mergus serrator
+goose
+black swan, Cygnus atratus
+tusker
+echidna, spiny anteater, anteater
+platypus, duckbill, duckbilled platypus, duck-billed platypus, Ornithorhynchus anatinus
+wallaby, brush kangaroo
+koala, koala bear, kangaroo bear, native bear, Phascolarctos cinereus
+wombat
+jellyfish
+sea anemone, anemone
+brain coral
+flatworm, platyhelminth
+nematode, nematode worm, roundworm
+conch
+snail
+slug
+sea slug, nudibranch
+chiton, coat-of-mail shell, sea cradle, polyplacophore
+chambered nautilus, pearly nautilus, nautilus
+Dungeness crab, Cancer magister
+rock crab, Cancer irroratus
+fiddler crab
+king crab, Alaska crab, Alaskan king crab, Alaska king crab, Paralithodes camtschatica
+American lobster, Northern lobster, Maine lobster, Homarus americanus
+spiny lobster, langouste, rock lobster, crawfish, crayfish, sea crawfish
+crayfish, crawfish, crawdad, crawdaddy
+hermit crab
+isopod
+white stork, Ciconia ciconia
+black stork, Ciconia nigra
+spoonbill
+flamingo
+little blue heron, Egretta caerulea
+American egret, great white heron, Egretta albus
+bittern
+crane
+limpkin, Aramus pictus
+European gallinule, Porphyrio porphyrio
+American coot, marsh hen, mud hen, water hen, Fulica americana
+bustard
+ruddy turnstone, Arenaria interpres
+red-backed sandpiper, dunlin, Erolia alpina
+redshank, Tringa totanus
+dowitcher
+oystercatcher, oyster catcher
+pelican
+king penguin, Aptenodytes patagonica
+albatross, mollymawk
+grey whale, gray whale, devilfish, Eschrichtius gibbosus, Eschrichtius robustus
+killer whale, killer, orca, grampus, sea wolf, Orcinus orca
+dugong, Dugong dugon
+sea lion
+Chihuahua
+Japanese spaniel
+Maltese dog, Maltese terrier, Maltese
+Pekinese, Pekingese, Peke
+Shih-Tzu
+Blenheim spaniel
+papillon
+toy terrier
+Rhodesian ridgeback
+Afghan hound, Afghan
+basset, basset hound
+beagle
+bloodhound, sleuthhound
+bluetick
+black-and-tan coonhound
+Walker hound, Walker foxhound
+English foxhound
+redbone
+borzoi, Russian wolfhound
+Irish wolfhound
+Italian greyhound
+whippet
+Ibizan hound, Ibizan Podenco
+Norwegian elkhound, elkhound
+otterhound, otter hound
+Saluki, gazelle hound
+Scottish deerhound, deerhound
+Weimaraner
+Staffordshire bullterrier, Staffordshire bull terrier
+American Staffordshire terrier, Staffordshire terrier, American pit bull terrier, pit bull terrier
+Bedlington terrier
+Border terrier
+Kerry blue terrier
+Irish terrier
+Norfolk terrier
+Norwich terrier
+Yorkshire terrier
+wire-haired fox terrier
+Lakeland terrier
+Sealyham terrier, Sealyham
+Airedale, Airedale terrier
+cairn, cairn terrier
+Australian terrier
+Dandie Dinmont, Dandie Dinmont terrier
+Boston bull, Boston terrier
+miniature schnauzer
+giant schnauzer
+standard schnauzer
+Scotch terrier, Scottish terrier, Scottie
+Tibetan terrier, chrysanthemum dog
+silky terrier, Sydney silky
+soft-coated wheaten terrier
+West Highland white terrier
+Lhasa, Lhasa apso
+flat-coated retriever
+curly-coated retriever
+golden retriever
+Labrador retriever
+Chesapeake Bay retriever
+German short-haired pointer
+vizsla, Hungarian pointer
+English setter
+Irish setter, red setter
+Gordon setter
+Brittany spaniel
+clumber, clumber spaniel
+English springer, English springer spaniel
+Welsh springer spaniel
+cocker spaniel, English cocker spaniel, cocker
+Sussex spaniel
+Irish water spaniel
+kuvasz
+schipperke
+groenendael
+malinois
+briard
+kelpie
+komondor
+Old English sheepdog, bobtail
+Shetland sheepdog, Shetland sheep dog, Shetland
+collie
+Border collie
+Bouvier des Flandres, Bouviers des Flandres
+Rottweiler
+German shepherd, German shepherd dog, German police dog, alsatian
+Doberman, Doberman pinscher
+miniature pinscher
+Greater Swiss Mountain dog
+Bernese mountain dog
+Appenzeller
+EntleBucher
+boxer
+bull mastiff
+Tibetan mastiff
+French bulldog
+Great Dane
+Saint Bernard, St Bernard
+Eskimo dog, husky
+malamute, malemute, Alaskan malamute
+Siberian husky
+dalmatian, coach dog, carriage dog
+affenpinscher, monkey pinscher, monkey dog
+basenji
+pug, pug-dog
+Leonberg
+Newfoundland, Newfoundland dog
+Great Pyrenees
+Samoyed, Samoyede
+Pomeranian
+chow, chow chow
+keeshond
+Brabancon griffon
+Pembroke, Pembroke Welsh corgi
+Cardigan, Cardigan Welsh corgi
+toy poodle
+miniature poodle
+standard poodle
+Mexican hairless
+timber wolf, grey wolf, gray wolf, Canis lupus
+white wolf, Arctic wolf, Canis lupus tundrarum
+red wolf, maned wolf, Canis rufus, Canis niger
+coyote, prairie wolf, brush wolf, Canis latrans
+dingo, warrigal, warragal, Canis dingo
+dhole, Cuon alpinus
+African hunting dog, hyena dog, Cape hunting dog, Lycaon pictus
+hyena, hyaena
+red fox, Vulpes vulpes
+kit fox, Vulpes macrotis
+Arctic fox, white fox, Alopex lagopus
+grey fox, gray fox, Urocyon cinereoargenteus
+tabby, tabby cat
+tiger cat
+Persian cat
+Siamese cat, Siamese
+Egyptian cat
+cougar, puma, catamount, mountain lion, painter, panther, Felis concolor
+lynx, catamount
+leopard, Panthera pardus
+snow leopard, ounce, Panthera uncia
+jaguar, panther, Panthera onca, Felis onca
+lion, king of beasts, Panthera leo
+tiger, Panthera tigris
+cheetah, chetah, Acinonyx jubatus
+brown bear, bruin, Ursus arctos
+American black bear, black bear, Ursus americanus, Euarctos americanus
+ice bear, polar bear, Ursus Maritimus, Thalarctos maritimus
+sloth bear, Melursus ursinus, Ursus ursinus
+mongoose
+meerkat, mierkat
+tiger beetle
+ladybug, ladybeetle, lady beetle, ladybird, ladybird beetle
+ground beetle, carabid beetle
+long-horned beetle, longicorn, longicorn beetle
+leaf beetle, chrysomelid
+dung beetle
+rhinoceros beetle
+weevil
+fly
+bee
+ant, emmet, pismire
+grasshopper, hopper
+cricket
+walking stick, walkingstick, stick insect
+cockroach, roach
+mantis, mantid
+cicada, cicala
+leafhopper
+lacewing, lacewing fly
+dragonfly, darning needle, devil's darning needle, sewing needle, snake feeder, snake doctor, mosquito hawk, skeeter hawk
+damselfly
+admiral
+ringlet, ringlet butterfly
+monarch, monarch butterfly, milkweed butterfly, Danaus plexippus
+cabbage butterfly
+sulphur butterfly, sulfur butterfly
+lycaenid, lycaenid butterfly
+starfish, sea star
+sea urchin
+sea cucumber, holothurian
+wood rabbit, cottontail, cottontail rabbit
+hare
+Angora, Angora rabbit
+hamster
+porcupine, hedgehog
+fox squirrel, eastern fox squirrel, Sciurus niger
+marmot
+beaver
+guinea pig, Cavia cobaya
+sorrel
+zebra
+hog, pig, grunter, squealer, Sus scrofa
+wild boar, boar, Sus scrofa
+warthog
+hippopotamus, hippo, river horse, Hippopotamus amphibius
+ox
+water buffalo, water ox, Asiatic buffalo, Bubalus bubalis
+bison
+ram, tup
+bighorn, bighorn sheep, cimarron, Rocky Mountain bighorn, Rocky Mountain sheep, Ovis canadensis
+ibex, Capra ibex
+hartebeest
+impala, Aepyceros melampus
+gazelle
+Arabian camel, dromedary, Camelus dromedarius
+llama
+weasel
+mink
+polecat, fitch, foulmart, foumart, Mustela putorius
+black-footed ferret, ferret, Mustela nigripes
+otter
+skunk, polecat, wood pussy
+badger
+armadillo
+three-toed sloth, ai, Bradypus tridactylus
+orangutan, orang, orangutang, Pongo pygmaeus
+gorilla, Gorilla gorilla
+chimpanzee, chimp, Pan troglodytes
+gibbon, Hylobates lar
+siamang, Hylobates syndactylus, Symphalangus syndactylus
+guenon, guenon monkey
+patas, hussar monkey, Erythrocebus patas
+baboon
+macaque
+langur
+colobus, colobus monkey
+proboscis monkey, Nasalis larvatus
+marmoset
+capuchin, ringtail, Cebus capucinus
+howler monkey, howler
+titi, titi monkey
+spider monkey, Ateles geoffroyi
+squirrel monkey, Saimiri sciureus
+Madagascar cat, ring-tailed lemur, Lemur catta
+indri, indris, Indri indri, Indri brevicaudatus
+Indian elephant, Elephas maximus
+African elephant, Loxodonta africana
+lesser panda, red panda, panda, bear cat, cat bear, Ailurus fulgens
+giant panda, panda, panda bear, coon bear, Ailuropoda melanoleuca
+barracouta, snoek
+eel
+coho, cohoe, coho salmon, blue jack, silver salmon, Oncorhynchus kisutch
+rock beauty, Holocanthus tricolor
+anemone fish
+sturgeon
+gar, garfish, garpike, billfish, Lepisosteus osseus
+lionfish
+puffer, pufferfish, blowfish, globefish
+abacus
+abaya
+academic gown, academic robe, judge's robe
+accordion, piano accordion, squeeze box
+acoustic guitar
+aircraft carrier, carrier, flattop, attack aircraft carrier
+airliner
+airship, dirigible
+altar
+ambulance
+amphibian, amphibious vehicle
+analog clock
+apiary, bee house
+apron
+ashcan, trash can, garbage can, wastebin, ash bin, ash-bin, ashbin, dustbin, trash barrel, trash bin
+assault rifle, assault gun
+backpack, back pack, knapsack, packsack, rucksack, haversack
+bakery, bakeshop, bakehouse
+balance beam, beam
+balloon
+ballpoint, ballpoint pen, ballpen, Biro
+Band Aid
+banjo
+bannister, banister, balustrade, balusters, handrail
+barbell
+barber chair
+barbershop
+barn
+barometer
+barrel, cask
+barrow, garden cart, lawn cart, wheelbarrow
+baseball
+basketball
+bassinet
+bassoon
+bathing cap, swimming cap
+bath towel
+bathtub, bathing tub, bath, tub
+beach wagon, station wagon, wagon, estate car, beach waggon, station waggon, waggon
+beacon, lighthouse, beacon light, pharos
+beaker
+bearskin, busby, shako
+beer bottle
+beer glass
+bell cote, bell cot
+bib
+bicycle-built-for-two, tandem bicycle, tandem
+bikini, two-piece
+binder, ring-binder
+binoculars, field glasses, opera glasses
+birdhouse
+boathouse
+bobsled, bobsleigh, bob
+bolo tie, bolo, bola tie, bola
+bonnet, poke bonnet
+bookcase
+bookshop, bookstore, bookstall
+bottlecap
+bow
+bow tie, bow-tie, bowtie
+brass, memorial tablet, plaque
+brassiere, bra, bandeau
+breakwater, groin, groyne, mole, bulwark, seawall, jetty
+breastplate, aegis, egis
+broom
+bucket, pail
+buckle
+bulletproof vest
+bullet train, bullet
+butcher shop, meat market
+cab, hack, taxi, taxicab
+caldron, cauldron
+candle, taper, wax light
+cannon
+canoe
+can opener, tin opener
+cardigan
+car mirror
+carousel, carrousel, merry-go-round, roundabout, whirligig
+carpenter's kit, tool kit
+carton
+car wheel
+cash machine, cash dispenser, automated teller machine, automatic teller machine, automated teller, automatic teller, ATM
+cassette
+cassette player
+castle
+catamaran
+CD player
+cello, violoncello
+cellular telephone, cellular phone, cellphone, cell, mobile phone
+chain
+chainlink fence
+chain mail, ring mail, mail, chain armor, chain armour, ring armor, ring armour
+chain saw, chainsaw
+chest
+chiffonier, commode
+chime, bell, gong
+china cabinet, china closet
+Christmas stocking
+church, church building
+cinema, movie theater, movie theatre, movie house, picture palace
+cleaver, meat cleaver, chopper
+cliff dwelling
+cloak
+clog, geta, patten, sabot
+cocktail shaker
+coffee mug
+coffeepot
+coil, spiral, volute, whorl, helix
+combination lock
+computer keyboard, keypad
+confectionery, confectionary, candy store
+container ship, containership, container vessel
+convertible
+corkscrew, bottle screw
+cornet, horn, trumpet, trump
+cowboy boot
+cowboy hat, ten-gallon hat
+cradle
+crane
+crash helmet
+crate
+crib, cot
+Crock Pot
+croquet ball
+crutch
+cuirass
+dam, dike, dyke
+desk
+desktop computer
+dial telephone, dial phone
+diaper, nappy, napkin
+digital clock
+digital watch
+dining table, board
+dishrag, dishcloth
+dishwasher, dish washer, dishwashing machine
+disk brake, disc brake
+dock, dockage, docking facility
+dogsled, dog sled, dog sleigh
+dome
+doormat, welcome mat
+drilling platform, offshore rig
+drum, membranophone, tympan
+drumstick
+dumbbell
+Dutch oven
+electric fan, blower
+electric guitar
+electric locomotive
+entertainment center
+envelope
+espresso maker
+face powder
+feather boa, boa
+file, file cabinet, filing cabinet
+fireboat
+fire engine, fire truck
+fire screen, fireguard
+flagpole, flagstaff
+flute, transverse flute
+folding chair
+football helmet
+forklift
+fountain
+fountain pen
+four-poster
+freight car
+French horn, horn
+frying pan, frypan, skillet
+fur coat
+garbage truck, dustcart
+gasmask, respirator, gas helmet
+gas pump, gasoline pump, petrol pump, island dispenser
+goblet
+go-kart
+golf ball
+golfcart, golf cart
+gondola
+gong, tam-tam
+gown
+grand piano, grand
+greenhouse, nursery, glasshouse
+grille, radiator grille
+grocery store, grocery, food market, market
+guillotine
+hair slide
+hair spray
+half track
+hammer
+hamper
+hand blower, blow dryer, blow drier, hair dryer, hair drier
+hand-held computer, hand-held microcomputer
+handkerchief, hankie, hanky, hankey
+hard disc, hard disk, fixed disk
+harmonica, mouth organ, harp, mouth harp
+harp
+harvester, reaper
+hatchet
+holster
+home theater, home theatre
+honeycomb
+hook, claw
+hoopskirt, crinoline
+horizontal bar, high bar
+horse cart, horse-cart
+hourglass
+iPod
+iron, smoothing iron
+jack-o'-lantern
+jean, blue jean, denim
+jeep, landrover
+jersey, T-shirt, tee shirt
+jigsaw puzzle
+jinrikisha, ricksha, rickshaw
+joystick
+kimono
+knee pad
+knot
+lab coat, laboratory coat
+ladle
+lampshade, lamp shade
+laptop, laptop computer
+lawn mower, mower
+lens cap, lens cover
+letter opener, paper knife, paperknife
+library
+lifeboat
+lighter, light, igniter, ignitor
+limousine, limo
+liner, ocean liner
+lipstick, lip rouge
+Loafer
+lotion
+loudspeaker, speaker, speaker unit, loudspeaker system, speaker system
+loupe, jeweler's loupe
+lumbermill, sawmill
+magnetic compass
+mailbag, postbag
+mailbox, letter box
+maillot
+maillot, tank suit
+manhole cover
+maraca
+marimba, xylophone
+mask
+matchstick
+maypole
+maze, labyrinth
+measuring cup
+medicine chest, medicine cabinet
+megalith, megalithic structure
+microphone, mike
+microwave, microwave oven
+military uniform
+milk can
+minibus
+miniskirt, mini
+minivan
+missile
+mitten
+mixing bowl
+mobile home, manufactured home
+Model T
+modem
+monastery
+monitor
+moped
+mortar
+mortarboard
+mosque
+mosquito net
+motor scooter, scooter
+mountain bike, all-terrain bike, off-roader
+mountain tent
+mouse, computer mouse
+mousetrap
+moving van
+muzzle
+nail
+neck brace
+necklace
+nipple
+notebook, notebook computer
+obelisk
+oboe, hautboy, hautbois
+ocarina, sweet potato
+odometer, hodometer, mileometer, milometer
+oil filter
+organ, pipe organ
+oscilloscope, scope, cathode-ray oscilloscope, CRO
+overskirt
+oxcart
+oxygen mask
+packet
+paddle, boat paddle
+paddlewheel, paddle wheel
+padlock
+paintbrush
+pajama, pyjama, pj's, jammies
+palace
+panpipe, pandean pipe, syrinx
+paper towel
+parachute, chute
+parallel bars, bars
+park bench
+parking meter
+passenger car, coach, carriage
+patio, terrace
+pay-phone, pay-station
+pedestal, plinth, footstall
+pencil box, pencil case
+pencil sharpener
+perfume, essence
+Petri dish
+photocopier
+pick, plectrum, plectron
+pickelhaube
+picket fence, paling
+pickup, pickup truck
+pier
+piggy bank, penny bank
+pill bottle
+pillow
+ping-pong ball
+pinwheel
+pirate, pirate ship
+pitcher, ewer
+plane, carpenter's plane, woodworking plane
+planetarium
+plastic bag
+plate rack
+plow, plough
+plunger, plumber's helper
+Polaroid camera, Polaroid Land camera
+pole
+police van, police wagon, paddy wagon, patrol wagon, wagon, black Maria
+poncho
+pool table, billiard table, snooker table
+pop bottle, soda bottle
+pot, flowerpot
+potter's wheel
+power drill
+prayer rug, prayer mat
+printer
+prison, prison house
+projectile, missile
+projector
+puck, hockey puck
+punching bag, punch bag, punching ball, punchball
+purse
+quill, quill pen
+quilt, comforter, comfort, puff
+racer, race car, racing car
+racket, racquet
+radiator
+radio, wireless
+radio telescope, radio reflector
+rain barrel
+recreational vehicle, RV, R.V.
+reel
+reflex camera
+refrigerator, icebox
+remote control, remote
+restaurant, eating house, eating place, eatery
+revolver, six-gun, six-shooter
+rifle
+rocking chair, rocker
+rotisserie
+rubber eraser, rubber, pencil eraser
+rugby ball
+rule, ruler
+running shoe
+safe
+safety pin
+saltshaker, salt shaker
+sandal
+sarong
+sax, saxophone
+scabbard
+scale, weighing machine
+school bus
+schooner
+scoreboard
+screen, CRT screen
+screw
+screwdriver
+seat belt, seatbelt
+sewing machine
+shield, buckler
+shoe shop, shoe-shop, shoe store
+shoji
+shopping basket
+shopping cart
+shovel
+shower cap
+shower curtain
+ski
+ski mask
+sleeping bag
+slide rule, slipstick
+sliding door
+slot, one-armed bandit
+snorkel
+snowmobile
+snowplow, snowplough
+soap dispenser
+soccer ball
+sock
+solar dish, solar collector, solar furnace
+sombrero
+soup bowl
+space bar
+space heater
+space shuttle
+spatula
+speedboat
+spider web, spider's web
+spindle
+sports car, sport car
+spotlight, spot
+stage
+steam locomotive
+steel arch bridge
+steel drum
+stethoscope
+stole
+stone wall
+stopwatch, stop watch
+stove
+strainer
+streetcar, tram, tramcar, trolley, trolley car
+stretcher
+studio couch, day bed
+stupa, tope
+submarine, pigboat, sub, U-boat
+suit, suit of clothes
+sundial
+sunglass
+sunglasses, dark glasses, shades
+sunscreen, sunblock, sun blocker
+suspension bridge
+swab, swob, mop
+sweatshirt
+swimming trunks, bathing trunks
+swing
+switch, electric switch, electrical switch
+syringe
+table lamp
+tank, army tank, armored combat vehicle, armoured combat vehicle
+tape player
+teapot
+teddy, teddy bear
+television, television system
+tennis ball
+thatch, thatched roof
+theater curtain, theatre curtain
+thimble
+thresher, thrasher, threshing machine
+throne
+tile roof
+toaster
+tobacco shop, tobacconist shop, tobacconist
+toilet seat
+torch
+totem pole
+tow truck, tow car, wrecker
+toyshop
+tractor
+trailer truck, tractor trailer, trucking rig, rig, articulated lorry, semi
+tray
+trench coat
+tricycle, trike, velocipede
+trimaran
+tripod
+triumphal arch
+trolleybus, trolley coach, trackless trolley
+trombone
+tub, vat
+turnstile
+typewriter keyboard
+umbrella
+unicycle, monocycle
+upright, upright piano
+vacuum, vacuum cleaner
+vase
+vault
+velvet
+vending machine
+vestment
+viaduct
+violin, fiddle
+volleyball
+waffle iron
+wall clock
+wallet, billfold, notecase, pocketbook
+wardrobe, closet, press
+warplane, military plane
+washbasin, handbasin, washbowl, lavabo, wash-hand basin
+washer, automatic washer, washing machine
+water bottle
+water jug
+water tower
+whiskey jug
+whistle
+wig
+window screen
+window shade
+Windsor tie
+wine bottle
+wing
+wok
+wooden spoon
+wool, woolen, woollen
+worm fence, snake fence, snake-rail fence, Virginia fence
+wreck
+yawl
+yurt
+web site, website, internet site, site
+comic book
+crossword puzzle, crossword
+street sign
+traffic light, traffic signal, stoplight
+book jacket, dust cover, dust jacket, dust wrapper
+menu
+plate
+guacamole
+consomme
+hot pot, hotpot
+trifle
+ice cream, icecream
+ice lolly, lolly, lollipop, popsicle
+French loaf
+bagel, beigel
+pretzel
+cheeseburger
+hotdog, hot dog, red hot
+mashed potato
+head cabbage
+broccoli
+cauliflower
+zucchini, courgette
+spaghetti squash
+acorn squash
+butternut squash
+cucumber, cuke
+artichoke, globe artichoke
+bell pepper
+cardoon
+mushroom
+Granny Smith
+strawberry
+orange
+lemon
+fig
+pineapple, ananas
+banana
+jackfruit, jak, jack
+custard apple
+pomegranate
+hay
+carbonara
+chocolate sauce, chocolate syrup
+dough
+meat loaf, meatloaf
+pizza, pizza pie
+potpie
+burrito
+red wine
+espresso
+cup
+eggnog
+alp
+bubble
+cliff, drop, drop-off
+coral reef
+geyser
+lakeside, lakeshore
+promontory, headland, head, foreland
+sandbar, sand bar
+seashore, coast, seacoast, sea-coast
+valley, vale
+volcano
+ballplayer, baseball player
+groom, bridegroom
+scuba diver
+rapeseed
+daisy
+yellow lady's slipper, yellow lady-slipper, Cypripedium calceolus, Cypripedium parviflorum
+corn
+acorn
+hip, rose hip, rosehip
+buckeye, horse chestnut, conker
+coral fungus
+agaric
+gyromitra
+stinkhorn, carrion fungus
+earthstar
+hen-of-the-woods, hen of the woods, Polyporus frondosus, Grifola frondosa
+bolete
+ear, spike, capitulum
+toilet tissue, toilet paper, bathroom tissue
diff --git a/app/aisvc/resources/models/tf_classifier/inception5h/imagenet_comp_graph_label_strings.txt b/app/aisvc/resources/models/tf_classifier/inception5h/imagenet_comp_graph_label_strings.txt
new file mode 100644
index 0000000..0ac5a16
--- /dev/null
+++ b/app/aisvc/resources/models/tf_classifier/inception5h/imagenet_comp_graph_label_strings.txt
@@ -0,0 +1,1001 @@
+dummy
+kit fox
+English setter
+Siberian husky
+Australian terrier
+English springer
+grey whale
+lesser panda
+Egyptian cat
+ibex
+Persian cat
+cougar
+gazelle
+porcupine
+sea lion
+malamute
+badger
+Great Dane
+Walker hound
+Welsh springer spaniel
+whippet
+Scottish deerhound
+killer whale
+mink
+African elephant
+Weimaraner
+soft-coated wheaten terrier
+Dandie Dinmont
+red wolf
+Old English sheepdog
+jaguar
+otterhound
+bloodhound
+Airedale
+hyena
+meerkat
+giant schnauzer
+titi
+three-toed sloth
+sorrel
+black-footed ferret
+dalmatian
+black-and-tan coonhound
+papillon
+skunk
+Staffordshire bullterrier
+Mexican hairless
+Bouvier des Flandres
+weasel
+miniature poodle
+Cardigan
+malinois
+bighorn
+fox squirrel
+colobus
+tiger cat
+Lhasa
+impala
+coyote
+Yorkshire terrier
+Newfoundland
+brown bear
+red fox
+Norwegian elkhound
+Rottweiler
+hartebeest
+Saluki
+grey fox
+schipperke
+Pekinese
+Brabancon griffon
+West Highland white terrier
+Sealyham terrier
+guenon
+mongoose
+indri
+tiger
+Irish wolfhound
+wild boar
+EntleBucher
+zebra
+ram
+French bulldog
+orangutan
+basenji
+leopard
+Bernese mountain dog
+Maltese dog
+Norfolk terrier
+toy terrier
+vizsla
+cairn
+squirrel monkey
+groenendael
+clumber
+Siamese cat
+chimpanzee
+komondor
+Afghan hound
+Japanese spaniel
+proboscis monkey
+guinea pig
+white wolf
+ice bear
+gorilla
+borzoi
+toy poodle
+Kerry blue terrier
+ox
+Scotch terrier
+Tibetan mastiff
+spider monkey
+Doberman
+Boston bull
+Greater Swiss Mountain dog
+Appenzeller
+Shih-Tzu
+Irish water spaniel
+Pomeranian
+Bedlington terrier
+warthog
+Arabian camel
+siamang
+miniature schnauzer
+collie
+golden retriever
+Irish terrier
+affenpinscher
+Border collie
+hare
+boxer
+silky terrier
+beagle
+Leonberg
+German short-haired pointer
+patas
+dhole
+baboon
+macaque
+Chesapeake Bay retriever
+bull mastiff
+kuvasz
+capuchin
+pug
+curly-coated retriever
+Norwich terrier
+flat-coated retriever
+hog
+keeshond
+Eskimo dog
+Brittany spaniel
+standard poodle
+Lakeland terrier
+snow leopard
+Gordon setter
+dingo
+standard schnauzer
+hamster
+Tibetan terrier
+Arctic fox
+wire-haired fox terrier
+basset
+water buffalo
+American black bear
+Angora
+bison
+howler monkey
+hippopotamus
+chow
+giant panda
+American Staffordshire terrier
+Shetland sheepdog
+Great Pyrenees
+Chihuahua
+tabby
+marmoset
+Labrador retriever
+Saint Bernard
+armadillo
+Samoyed
+bluetick
+redbone
+polecat
+marmot
+kelpie
+gibbon
+llama
+miniature pinscher
+wood rabbit
+Italian greyhound
+lion
+cocker spaniel
+Irish setter
+dugong
+Indian elephant
+beaver
+Sussex spaniel
+Pembroke
+Blenheim spaniel
+Madagascar cat
+Rhodesian ridgeback
+lynx
+African hunting dog
+langur
+Ibizan hound
+timber wolf
+cheetah
+English foxhound
+briard
+sloth bear
+Border terrier
+German shepherd
+otter
+koala
+tusker
+echidna
+wallaby
+platypus
+wombat
+revolver
+umbrella
+schooner
+soccer ball
+accordion
+ant
+starfish
+chambered nautilus
+grand piano
+laptop
+strawberry
+airliner
+warplane
+airship
+balloon
+space shuttle
+fireboat
+gondola
+speedboat
+lifeboat
+canoe
+yawl
+catamaran
+trimaran
+container ship
+liner
+pirate
+aircraft carrier
+submarine
+wreck
+half track
+tank
+missile
+bobsled
+dogsled
+bicycle-built-for-two
+mountain bike
+freight car
+passenger car
+barrow
+shopping cart
+motor scooter
+forklift
+electric locomotive
+steam locomotive
+amphibian
+ambulance
+beach wagon
+cab
+convertible
+jeep
+limousine
+minivan
+Model T
+racer
+sports car
+go-kart
+golfcart
+moped
+snowplow
+fire engine
+garbage truck
+pickup
+tow truck
+trailer truck
+moving van
+police van
+recreational vehicle
+streetcar
+snowmobile
+tractor
+mobile home
+tricycle
+unicycle
+horse cart
+jinrikisha
+oxcart
+bassinet
+cradle
+crib
+four-poster
+bookcase
+china cabinet
+medicine chest
+chiffonier
+table lamp
+file
+park bench
+barber chair
+throne
+folding chair
+rocking chair
+studio couch
+toilet seat
+desk
+pool table
+dining table
+entertainment center
+wardrobe
+Granny Smith
+orange
+lemon
+fig
+pineapple
+banana
+jackfruit
+custard apple
+pomegranate
+acorn
+hip
+ear
+rapeseed
+corn
+buckeye
+organ
+upright
+chime
+drum
+gong
+maraca
+marimba
+steel drum
+banjo
+cello
+violin
+harp
+acoustic guitar
+electric guitar
+cornet
+French horn
+trombone
+harmonica
+ocarina
+panpipe
+bassoon
+oboe
+sax
+flute
+daisy
+yellow lady's slipper
+cliff
+valley
+alp
+volcano
+promontory
+sandbar
+coral reef
+lakeside
+seashore
+geyser
+hatchet
+cleaver
+letter opener
+plane
+power drill
+lawn mower
+hammer
+corkscrew
+can opener
+plunger
+screwdriver
+shovel
+plow
+chain saw
+cock
+hen
+ostrich
+brambling
+goldfinch
+house finch
+junco
+indigo bunting
+robin
+bulbul
+jay
+magpie
+chickadee
+water ouzel
+kite
+bald eagle
+vulture
+great grey owl
+black grouse
+ptarmigan
+ruffed grouse
+prairie chicken
+peacock
+quail
+partridge
+African grey
+macaw
+sulphur-crested cockatoo
+lorikeet
+coucal
+bee eater
+hornbill
+hummingbird
+jacamar
+toucan
+drake
+red-breasted merganser
+goose
+black swan
+white stork
+black stork
+spoonbill
+flamingo
+American egret
+little blue heron
+bittern
+crane
+limpkin
+American coot
+bustard
+ruddy turnstone
+red-backed sandpiper
+redshank
+dowitcher
+oystercatcher
+European gallinule
+pelican
+king penguin
+albatross
+great white shark
+tiger shark
+hammerhead
+electric ray
+stingray
+barracouta
+coho
+tench
+goldfish
+eel
+rock beauty
+anemone fish
+lionfish
+puffer
+sturgeon
+gar
+loggerhead
+leatherback turtle
+mud turtle
+terrapin
+box turtle
+banded gecko
+common iguana
+American chameleon
+whiptail
+agama
+frilled lizard
+alligator lizard
+Gila monster
+green lizard
+African chameleon
+Komodo dragon
+triceratops
+African crocodile
+American alligator
+thunder snake
+ringneck snake
+hognose snake
+green snake
+king snake
+garter snake
+water snake
+vine snake
+night snake
+boa constrictor
+rock python
+Indian cobra
+green mamba
+sea snake
+horned viper
+diamondback
+sidewinder
+European fire salamander
+common newt
+eft
+spotted salamander
+axolotl
+bullfrog
+tree frog
+tailed frog
+whistle
+wing
+paintbrush
+hand blower
+oxygen mask
+snorkel
+loudspeaker
+microphone
+screen
+mouse
+electric fan
+oil filter
+strainer
+space heater
+stove
+guillotine
+barometer
+rule
+odometer
+scale
+analog clock
+digital clock
+wall clock
+hourglass
+sundial
+parking meter
+stopwatch
+digital watch
+stethoscope
+syringe
+magnetic compass
+binoculars
+projector
+sunglasses
+loupe
+radio telescope
+bow
+cannon [ground]
+assault rifle
+rifle
+projectile
+computer keyboard
+typewriter keyboard
+crane
+lighter
+abacus
+cash machine
+slide rule
+desktop computer
+hand-held computer
+notebook
+web site
+harvester
+thresher
+printer
+slot
+vending machine
+sewing machine
+joystick
+switch
+hook
+car wheel
+paddlewheel
+pinwheel
+potter's wheel
+gas pump
+carousel
+swing
+reel
+radiator
+puck
+hard disc
+sunglass
+pick
+car mirror
+solar dish
+remote control
+disk brake
+buckle
+hair slide
+knot
+combination lock
+padlock
+nail
+safety pin
+screw
+muzzle
+seat belt
+ski
+candle
+jack-o'-lantern
+spotlight
+torch
+neck brace
+pier
+tripod
+maypole
+mousetrap
+spider web
+trilobite
+harvestman
+scorpion
+black and gold garden spider
+barn spider
+garden spider
+black widow
+tarantula
+wolf spider
+tick
+centipede
+isopod
+Dungeness crab
+rock crab
+fiddler crab
+king crab
+American lobster
+spiny lobster
+crayfish
+hermit crab
+tiger beetle
+ladybug
+ground beetle
+long-horned beetle
+leaf beetle
+dung beetle
+rhinoceros beetle
+weevil
+fly
+bee
+grasshopper
+cricket
+walking stick
+cockroach
+mantis
+cicada
+leafhopper
+lacewing
+dragonfly
+damselfly
+admiral
+ringlet
+monarch
+cabbage butterfly
+sulphur butterfly
+lycaenid
+jellyfish
+sea anemone
+brain coral
+flatworm
+nematode
+conch
+snail
+slug
+sea slug
+chiton
+sea urchin
+sea cucumber
+iron
+espresso maker
+microwave
+Dutch oven
+rotisserie
+toaster
+waffle iron
+vacuum
+dishwasher
+refrigerator
+washer
+Crock Pot
+frying pan
+wok
+caldron
+coffeepot
+teapot
+spatula
+altar
+triumphal arch
+patio
+steel arch bridge
+suspension bridge
+viaduct
+barn
+greenhouse
+palace
+monastery
+library
+apiary
+boathouse
+church
+mosque
+stupa
+planetarium
+restaurant
+cinema
+home theater
+lumbermill
+coil
+obelisk
+totem pole
+castle
+prison
+grocery store
+bakery
+barbershop
+bookshop
+butcher shop
+confectionery
+shoe shop
+tobacco shop
+toyshop
+fountain
+cliff dwelling
+yurt
+dock
+brass
+megalith
+bannister
+breakwater
+dam
+chainlink fence
+picket fence
+worm fence
+stone wall
+grille
+sliding door
+turnstile
+mountain tent
+scoreboard
+honeycomb
+plate rack
+pedestal
+beacon
+mashed potato
+bell pepper
+head cabbage
+broccoli
+cauliflower
+zucchini
+spaghetti squash
+acorn squash
+butternut squash
+cucumber
+artichoke
+cardoon
+mushroom
+shower curtain
+jean
+carton
+handkerchief
+sandal
+ashcan
+safe
+plate
+necklace
+croquet ball
+fur coat
+thimble
+pajama
+running shoe
+cocktail shaker
+chest
+manhole cover
+modem
+tub
+tray
+balance beam
+bagel
+prayer rug
+kimono
+hot pot
+whiskey jug
+knee pad
+book jacket
+spindle
+ski mask
+beer bottle
+crash helmet
+bottlecap
+tile roof
+mask
+maillot
+Petri dish
+football helmet
+bathing cap
+teddy bear
+holster
+pop bottle
+photocopier
+vestment
+crossword puzzle
+golf ball
+trifle
+suit
+water tower
+feather boa
+cloak
+red wine
+drumstick
+shield
+Christmas stocking
+hoopskirt
+menu
+stage
+bonnet
+meat loaf
+baseball
+face powder
+scabbard
+sunscreen
+beer glass
+hen-of-the-woods
+guacamole
+lampshade
+wool
+hay
+bow tie
+mailbag
+water jug
+bucket
+dishrag
+soup bowl
+eggnog
+mortar
+trench coat
+paddle
+chain
+swab
+mixing bowl
+potpie
+wine bottle
+shoji
+bulletproof vest
+drilling platform
+binder
+cardigan
+sweatshirt
+pot
+birdhouse
+hamper
+ping-pong ball
+pencil box
+pay-phone
+consomme
+apron
+punching bag
+backpack
+groom
+bearskin
+pencil sharpener
+broom
+mosquito net
+abaya
+mortarboard
+poncho
+crutch
+Polaroid camera
+space bar
+cup
+racket
+traffic light
+quill
+radio
+dough
+cuirass
+military uniform
+lipstick
+shower cap
+monitor
+oscilloscope
+mitten
+brassiere
+French loaf
+vase
+milk can
+rugby ball
+paper towel
+earthstar
+envelope
+miniskirt
+cowboy hat
+trolleybus
+perfume
+bathtub
+hotdog
+coral fungus
+bullet train
+pillow
+toilet tissue
+cassette
+carpenter's kit
+ladle
+stinkhorn
+lotion
+hair spray
+academic gown
+dome
+crate
+wig
+burrito
+pill bottle
+chain mail
+theater curtain
+window shade
+barrel
+washbasin
+ballpoint
+basketball
+bath towel
+cowboy boot
+gown
+window screen
+agaric
+cellular telephone
+nipple
+barbell
+mailbox
+lab coat
+fire screen
+minibus
+packet
+maze
+pole
+horizontal bar
+sombrero
+pickelhaube
+rain barrel
+wallet
+cassette player
+comic book
+piggy bank
+street sign
+bell cote
+fountain pen
+Windsor tie
+volleyball
+overskirt
+sarong
+purse
+bolo tie
+bib
+parachute
+sleeping bag
+television
+swimming trunks
+measuring cup
+espresso
+pizza
+breastplate
+shopping basket
+wooden spoon
+saltshaker
+chocolate sauce
+ballplayer
+goblet
+gyromitra
+stretcher
+water bottle
+dial telephone
+soap dispenser
+jersey
+school bus
+jigsaw puzzle
+plastic bag
+reflex camera
+diaper
+Band Aid
+ice lolly
+velvet
+tennis ball
+gasmask
+doormat
+Loafer
+ice cream
+pretzel
+quilt
+maillot
+tape player
+clog
+iPod
+bolete
+scuba diver
+pitcher
+matchstick
+bikini
+sock
+CD player
+lens cap
+thatch
+vault
+beaker
+bubble
+cheeseburger
+parallel bars
+flagpole
+coffee mug
+rubber eraser
+stole
+carbonara
+dumbbell
\ No newline at end of file
diff --git a/app/aisvc/resources/models/tf_classifier/inception5h/tensorflow_inception_graph.pb b/app/aisvc/resources/models/tf_classifier/inception5h/tensorflow_inception_graph.pb
new file mode 100644
index 0000000..b71afb3
Binary files /dev/null and b/app/aisvc/resources/models/tf_classifier/inception5h/tensorflow_inception_graph.pb differ
diff --git a/app/aisvc/rpc/aisvc.proto b/app/aisvc/rpc/aisvc.proto
index 73373ae..17871d6 100644
--- a/app/aisvc/rpc/aisvc.proto
+++ b/app/aisvc/rpc/aisvc.proto
@@ -4,15 +4,35 @@ package ai;
 option go_package = "./pb";
 
 
-
+// 人脸识别
 message FaceRecognitionRequest {
   bytes  face = 1;
   string user_id = 2;
 }
 message FaceRecognitionResponse {
-  int64 face_id = 1;
+  int64 face_id = 3;
+}
+// tf分类识别
+message TfClassificationRequest {
+  bytes  image = 1;
+}
+message TfClassificationResponse {
+  string class_name = 2;
+  float  score = 3;
+}
+// caffe分类识别
+message CaffeClassificationRequest {
+  bytes  image = 1;
+}
+message CaffeClassificationResponse {
+  string class_name = 2;
+  float  score = 3;
 }
 service AiService {
   // FaceRecognition
   rpc FaceRecognition (FaceRecognitionRequest) returns (FaceRecognitionResponse);
+  // TfClassification
+  rpc TfClassification (TfClassificationRequest) returns (TfClassificationResponse);
+  // CaffeClassification
+  rpc CaffeClassification (CaffeClassificationRequest) returns (CaffeClassificationResponse);
 }
\ No newline at end of file
diff --git a/app/aisvc/rpc/client/aiservice/ai_service.go b/app/aisvc/rpc/client/aiservice/ai_service.go
index 70dce29..290d759 100644
--- a/app/aisvc/rpc/client/aiservice/ai_service.go
+++ b/app/aisvc/rpc/client/aiservice/ai_service.go
@@ -14,12 +14,20 @@ import (
 )
 
 type (
-	FaceRecognitionRequest  = pb.FaceRecognitionRequest
-	FaceRecognitionResponse = pb.FaceRecognitionResponse
+	CaffeClassificationRequest  = pb.CaffeClassificationRequest
+	CaffeClassificationResponse = pb.CaffeClassificationResponse
+	FaceRecognitionRequest      = pb.FaceRecognitionRequest
+	FaceRecognitionResponse     = pb.FaceRecognitionResponse
+	TfClassificationRequest     = pb.TfClassificationRequest
+	TfClassificationResponse    = pb.TfClassificationResponse
 
 	AiService interface {
 		// FaceRecognition
 		FaceRecognition(ctx context.Context, in *FaceRecognitionRequest, opts ...grpc.CallOption) (*FaceRecognitionResponse, error)
+		// TfClassification
+		TfClassification(ctx context.Context, in *TfClassificationRequest, opts ...grpc.CallOption) (*TfClassificationResponse, error)
+		// CaffeClassification
+		CaffeClassification(ctx context.Context, in *CaffeClassificationRequest, opts ...grpc.CallOption) (*CaffeClassificationResponse, error)
 	}
 
 	defaultAiService struct {
@@ -38,3 +46,15 @@ func (m *defaultAiService) FaceRecognition(ctx context.Context, in *FaceRecognit
 	client := pb.NewAiServiceClient(m.cli.Conn())
 	return client.FaceRecognition(ctx, in, opts...)
 }
+
+// TfClassification
+func (m *defaultAiService) TfClassification(ctx context.Context, in *TfClassificationRequest, opts ...grpc.CallOption) (*TfClassificationResponse, error) {
+	client := pb.NewAiServiceClient(m.cli.Conn())
+	return client.TfClassification(ctx, in, opts...)
+}
+
+// CaffeClassification
+func (m *defaultAiService) CaffeClassification(ctx context.Context, in *CaffeClassificationRequest, opts ...grpc.CallOption) (*CaffeClassificationResponse, error) {
+	client := pb.NewAiServiceClient(m.cli.Conn())
+	return client.CaffeClassification(ctx, in, opts...)
+}
diff --git a/app/aisvc/rpc/etc/aisvc.yaml b/app/aisvc/rpc/etc/aisvc.yaml
index 42a3336..c9a17de 100644
--- a/app/aisvc/rpc/etc/aisvc.yaml
+++ b/app/aisvc/rpc/etc/aisvc.yaml
@@ -1,9 +1,11 @@
 Name: aisvc.rpc
-ListenOn: 0.0.0.0:8080
+ListenOn: 0.0.0.0:8888
 Etcd:
   Hosts:
-    - 127.0.0.1:2379
+    - 1.95.0.111:2379
   Key: aisvc.rpc
+  User: root
+  Pass: LDQ20020618xxx
 # MySQL 配置
 Mysql:
   # 数据源dsn
diff --git a/app/aisvc/rpc/internal/logic/aiservice/caffe_classification_logic.go b/app/aisvc/rpc/internal/logic/aiservice/caffe_classification_logic.go
new file mode 100644
index 0000000..d9a2058
--- /dev/null
+++ b/app/aisvc/rpc/internal/logic/aiservice/caffe_classification_logic.go
@@ -0,0 +1,31 @@
+package aiservicelogic
+
+import (
+	"context"
+
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/svc"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
+
+	"github.com/zeromicro/go-zero/core/logx"
+)
+
+type CaffeClassificationLogic struct {
+	ctx    context.Context
+	svcCtx *svc.ServiceContext
+	logx.Logger
+}
+
+func NewCaffeClassificationLogic(ctx context.Context, svcCtx *svc.ServiceContext) *CaffeClassificationLogic {
+	return &CaffeClassificationLogic{
+		ctx:    ctx,
+		svcCtx: svcCtx,
+		Logger: logx.WithContext(ctx),
+	}
+}
+
+// CaffeClassification
+func (l *CaffeClassificationLogic) CaffeClassification(in *pb.CaffeClassificationRequest) (*pb.CaffeClassificationResponse, error) {
+	// todo: add your logic here and delete this line
+
+	return &pb.CaffeClassificationResponse{}, nil
+}
diff --git a/app/aisvc/rpc/internal/logic/aiservice/face_recognition_logic.go b/app/aisvc/rpc/internal/logic/aiservice/face_recognition_logic.go
index 200a475..c979312 100644
--- a/app/aisvc/rpc/internal/logic/aiservice/face_recognition_logic.go
+++ b/app/aisvc/rpc/internal/logic/aiservice/face_recognition_logic.go
@@ -43,8 +43,12 @@ func NewFaceRecognitionLogic(ctx context.Context, svcCtx *svc.ServiceContext) *F
 
 // FaceRecognition 人脸识别
 func (l *FaceRecognitionLogic) FaceRecognition(in *pb.FaceRecognitionRequest) (*pb.FaceRecognitionResponse, error) {
+	toJPEG, err := l.ConvertImageToJPEG(in.GetFace())
+	if err != nil {
+		return nil, err
+	}
 	// 提取人脸特征
-	faceFeatures, err := l.svcCtx.FaceRecognizer.RecognizeSingle(in.GetFace())
+	faceFeatures, err := l.svcCtx.FaceRecognizer.RecognizeSingle(toJPEG)
 	if err != nil {
 		return nil, err
 	}
@@ -82,7 +86,7 @@ func (l *FaceRecognitionLogic) FaceRecognition(in *pb.FaceRecognitionRequest) (*
 
 	// 人脸分类
 	classify := l.svcCtx.FaceRecognizer.ClassifyThreshold(faceFeatures.Descriptor, 0.6)
-	if classify >= 0 {
+	if classify >= 0 && classify < len(ids) {
 		return &pb.FaceRecognitionResponse{
 			FaceId: int64(ids[classify]),
 		}, nil
@@ -92,6 +96,26 @@ func (l *FaceRecognitionLogic) FaceRecognition(in *pb.FaceRecognitionRequest) (*
 	return l.saveNewFace(in, faceFeatures, hashKey)
 }
 
+// ConvertImageToJPEG 将非 JPEG 格式的图片字节数据转换为 JPEG
+func (l *FaceRecognitionLogic) ConvertImageToJPEG(imageData []byte) ([]byte, error) {
+	// 使用 image.Decode 解码图像数据
+	img, _, err := image.Decode(bytes.NewReader(imageData))
+	if err != nil {
+		return nil, fmt.Errorf("failed to decode image: %v", err)
+	}
+
+	// 创建一个缓冲区来存储 JPEG 格式的数据
+	var jpegBuffer bytes.Buffer
+
+	// 将图片编码为 JPEG 格式
+	err = jpeg.Encode(&jpegBuffer, img, nil)
+	if err != nil {
+		return nil, fmt.Errorf("failed to encode image to JPEG: %v", err)
+	}
+
+	return jpegBuffer.Bytes(), nil
+}
+
 // 保存新的人脸样本到数据库和 Redis
 func (l *FaceRecognitionLogic) saveNewFace(in *pb.FaceRecognitionRequest, faceFeatures *face.Face, hashKey string) (*pb.FaceRecognitionResponse, error) {
 	// 人脸有效性判断 (大小必须大于50)
diff --git a/app/aisvc/rpc/internal/logic/aiservice/tf_classification_logic.go b/app/aisvc/rpc/internal/logic/aiservice/tf_classification_logic.go
new file mode 100644
index 0000000..81a901a
--- /dev/null
+++ b/app/aisvc/rpc/internal/logic/aiservice/tf_classification_logic.go
@@ -0,0 +1,79 @@
+package aiservicelogic
+
+import (
+	"context"
+	"fmt"
+	"gocv.io/x/gocv"
+	"image"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/svc"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
+
+	"github.com/zeromicro/go-zero/core/logx"
+)
+
+type TfClassificationLogic struct {
+	ctx    context.Context
+	svcCtx *svc.ServiceContext
+	logx.Logger
+}
+
+func NewTfClassificationLogic(ctx context.Context, svcCtx *svc.ServiceContext) *TfClassificationLogic {
+	return &TfClassificationLogic{
+		ctx:    ctx,
+		svcCtx: svcCtx,
+		Logger: logx.WithContext(ctx),
+	}
+}
+
+// TfClassification is a server endpoint to classify an image using TensorFlow.
+func (l *TfClassificationLogic) TfClassification(in *pb.TfClassificationRequest) (*pb.TfClassificationResponse, error) {
+	className, source, err := l.ClassifyImage(in.GetImage())
+	if err != nil {
+		return nil, err
+	}
+	return &pb.TfClassificationResponse{
+		Score:     source,
+		ClassName: className,
+	}, nil
+}
+
+// ClassifyImage 从字节数据分类图像，返回分类标签和最大概率值
+func (l *TfClassificationLogic) ClassifyImage(imageBytes []byte) (string, float32, error) {
+
+	// 解码字节数据为图像
+	img, err := gocv.IMDecode(imageBytes, gocv.IMReadColor)
+	if err != nil || img.Empty() {
+		return "", 0, fmt.Errorf("failed to decode image: %v", err)
+	}
+	defer func(img *gocv.Mat) {
+		_ = img.Close()
+	}(&img)
+
+	// 将图像 Mat 转换为 224x224 blob，以便分类器分析
+	blob := gocv.BlobFromImage(img, 1.0, image.Pt(224, 224), gocv.NewScalar(0, 0, 0, 0), true, false)
+
+	// 将 blob 输入分类器
+	l.svcCtx.TfNet.SetInput(blob, "input")
+
+	// 运行网络的正向传递
+	prob := l.svcCtx.TfNet.Forward("softmax2")
+
+	// 将结果重塑为 1x1000 矩阵
+	probMat := prob.Reshape(1, 1)
+
+	// 确定最可能的分类
+	_, maxVal, _, maxLoc := gocv.MinMaxLoc(probMat)
+
+	// 获取分类描述
+	desc := ""
+	if maxLoc.X < 1000 {
+		desc = l.svcCtx.TfDesc[maxLoc.X]
+	}
+
+	// 清理资源
+	_ = blob.Close()
+	_ = prob.Close()
+	_ = probMat.Close()
+
+	return desc, maxVal, nil
+}
diff --git a/app/aisvc/rpc/internal/server/aiservice/ai_service_server.go b/app/aisvc/rpc/internal/server/aiservice/ai_service_server.go
index 0e69b19..e06cd6d 100644
--- a/app/aisvc/rpc/internal/server/aiservice/ai_service_server.go
+++ b/app/aisvc/rpc/internal/server/aiservice/ai_service_server.go
@@ -28,3 +28,15 @@ func (s *AiServiceServer) FaceRecognition(ctx context.Context, in *pb.FaceRecogn
 	l := aiservicelogic.NewFaceRecognitionLogic(ctx, s.svcCtx)
 	return l.FaceRecognition(in)
 }
+
+// TfClassification
+func (s *AiServiceServer) TfClassification(ctx context.Context, in *pb.TfClassificationRequest) (*pb.TfClassificationResponse, error) {
+	l := aiservicelogic.NewTfClassificationLogic(ctx, s.svcCtx)
+	return l.TfClassification(in)
+}
+
+// CaffeClassification
+func (s *AiServiceServer) CaffeClassification(ctx context.Context, in *pb.CaffeClassificationRequest) (*pb.CaffeClassificationResponse, error) {
+	l := aiservicelogic.NewCaffeClassificationLogic(ctx, s.svcCtx)
+	return l.CaffeClassification(in)
+}
diff --git a/app/aisvc/rpc/internal/svc/service_context.go b/app/aisvc/rpc/internal/svc/service_context.go
index c7dde9b..cf16e87 100644
--- a/app/aisvc/rpc/internal/svc/service_context.go
+++ b/app/aisvc/rpc/internal/svc/service_context.go
@@ -3,11 +3,14 @@ package svc
 import (
 	"github.com/Kagami/go-face"
 	"github.com/redis/go-redis/v9"
+	"gocv.io/x/gocv"
 	"schisandra-album-cloud-microservices/app/aisvc/model/mysql"
 	"schisandra-album-cloud-microservices/app/aisvc/model/mysql/query"
 	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/config"
+	"schisandra-album-cloud-microservices/common/caffe_classifier"
 	"schisandra-album-cloud-microservices/common/face_recognizer"
 	"schisandra-album-cloud-microservices/common/redisx"
+	"schisandra-album-cloud-microservices/common/tf_classifier"
 )
 
 type ServiceContext struct {
@@ -15,15 +18,25 @@ type ServiceContext struct {
 	FaceRecognizer *face.Recognizer
 	DB             *query.Query
 	RedisClient    *redis.Client
+	TfNet          *gocv.Net
+	TfDesc         []string
+	CaffeNet       *gocv.Net
+	CaffeDesc      []string
 }
 
 func NewServiceContext(c config.Config) *ServiceContext {
 	redisClient := redisx.NewRedis(c.RedisConf.Host, c.RedisConf.Pass, c.RedisConf.DB)
 	_, queryDB := mysql.NewMySQL(c.Mysql.DataSource, c.Mysql.MaxOpenConn, c.Mysql.MaxIdleConn, redisClient)
+	tfClassifier, tfDesc := tf_classifier.NewTFClassifier()
+	caffeClassifier, caffeDesc := caffe_classifier.NewCaffeClassifier()
 	return &ServiceContext{
 		Config:         c,
 		FaceRecognizer: face_recognizer.NewFaceRecognition(),
 		DB:             queryDB,
 		RedisClient:    redisClient,
+		TfNet:          tfClassifier,
+		TfDesc:         tfDesc,
+		CaffeNet:       caffeClassifier,
+		CaffeDesc:      caffeDesc,
 	}
 }
diff --git a/app/aisvc/rpc/pb/aisvc.pb.go b/app/aisvc/rpc/pb/aisvc.pb.go
index b477062..cca4ba9 100644
--- a/app/aisvc/rpc/pb/aisvc.pb.go
+++ b/app/aisvc/rpc/pb/aisvc.pb.go
@@ -20,6 +20,7 @@ const (
 	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
 )
 
+// 人脸识别
 type FaceRecognitionRequest struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -78,7 +79,7 @@ type FaceRecognitionResponse struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	FaceId int64 `protobuf:"varint,1,opt,name=face_id,json=faceId,proto3" json:"face_id,omitempty"`
+	FaceId int64 `protobuf:"varint,3,opt,name=face_id,json=faceId,proto3" json:"face_id,omitempty"`
 }
 
 func (x *FaceRecognitionResponse) Reset() {
@@ -118,6 +119,204 @@ func (x *FaceRecognitionResponse) GetFaceId() int64 {
 	return 0
 }
 
+// tf分类识别
+type TfClassificationRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Image []byte `protobuf:"bytes,1,opt,name=image,proto3" json:"image,omitempty"`
+}
+
+func (x *TfClassificationRequest) Reset() {
+	*x = TfClassificationRequest{}
+	mi := &file_aisvc_proto_msgTypes[2]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *TfClassificationRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*TfClassificationRequest) ProtoMessage() {}
+
+func (x *TfClassificationRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[2]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use TfClassificationRequest.ProtoReflect.Descriptor instead.
+func (*TfClassificationRequest) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{2}
+}
+
+func (x *TfClassificationRequest) GetImage() []byte {
+	if x != nil {
+		return x.Image
+	}
+	return nil
+}
+
+type TfClassificationResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	ClassName string  `protobuf:"bytes,2,opt,name=class_name,json=className,proto3" json:"class_name,omitempty"`
+	Score     float32 `protobuf:"fixed32,3,opt,name=score,proto3" json:"score,omitempty"`
+}
+
+func (x *TfClassificationResponse) Reset() {
+	*x = TfClassificationResponse{}
+	mi := &file_aisvc_proto_msgTypes[3]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *TfClassificationResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*TfClassificationResponse) ProtoMessage() {}
+
+func (x *TfClassificationResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[3]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use TfClassificationResponse.ProtoReflect.Descriptor instead.
+func (*TfClassificationResponse) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{3}
+}
+
+func (x *TfClassificationResponse) GetClassName() string {
+	if x != nil {
+		return x.ClassName
+	}
+	return ""
+}
+
+func (x *TfClassificationResponse) GetScore() float32 {
+	if x != nil {
+		return x.Score
+	}
+	return 0
+}
+
+// caffe分类识别
+type CaffeClassificationRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Image []byte `protobuf:"bytes,1,opt,name=image,proto3" json:"image,omitempty"`
+}
+
+func (x *CaffeClassificationRequest) Reset() {
+	*x = CaffeClassificationRequest{}
+	mi := &file_aisvc_proto_msgTypes[4]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *CaffeClassificationRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*CaffeClassificationRequest) ProtoMessage() {}
+
+func (x *CaffeClassificationRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[4]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use CaffeClassificationRequest.ProtoReflect.Descriptor instead.
+func (*CaffeClassificationRequest) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{4}
+}
+
+func (x *CaffeClassificationRequest) GetImage() []byte {
+	if x != nil {
+		return x.Image
+	}
+	return nil
+}
+
+type CaffeClassificationResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	ClassName string  `protobuf:"bytes,2,opt,name=class_name,json=className,proto3" json:"class_name,omitempty"`
+	Score     float32 `protobuf:"fixed32,3,opt,name=score,proto3" json:"score,omitempty"`
+}
+
+func (x *CaffeClassificationResponse) Reset() {
+	*x = CaffeClassificationResponse{}
+	mi := &file_aisvc_proto_msgTypes[5]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *CaffeClassificationResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*CaffeClassificationResponse) ProtoMessage() {}
+
+func (x *CaffeClassificationResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[5]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use CaffeClassificationResponse.ProtoReflect.Descriptor instead.
+func (*CaffeClassificationResponse) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{5}
+}
+
+func (x *CaffeClassificationResponse) GetClassName() string {
+	if x != nil {
+		return x.ClassName
+	}
+	return ""
+}
+
+func (x *CaffeClassificationResponse) GetScore() float32 {
+	if x != nil {
+		return x.Score
+	}
+	return 0
+}
+
 var File_aisvc_proto protoreflect.FileDescriptor
 
 var file_aisvc_proto_rawDesc = []byte{
@@ -128,15 +327,42 @@ var file_aisvc_proto_rawDesc = []byte{
 	0x17, 0x0a, 0x07, 0x75, 0x73, 0x65, 0x72, 0x5f, 0x69, 0x64, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09,
 	0x52, 0x06, 0x75, 0x73, 0x65, 0x72, 0x49, 0x64, 0x22, 0x32, 0x0a, 0x17, 0x46, 0x61, 0x63, 0x65,
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-	0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1a, 0x2e, 0x61,
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-	0x63, 0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73,
-	0x70, 0x6f, 0x6e, 0x73, 0x65, 0x42, 0x06, 0x5a, 0x04, 0x2e, 0x2f, 0x70, 0x62, 0x62, 0x06, 0x70,
-	0x72, 0x6f, 0x74, 0x6f, 0x33,
+	0x6e, 0x73, 0x65, 0x12, 0x17, 0x0a, 0x07, 0x66, 0x61, 0x63, 0x65, 0x5f, 0x69, 0x64, 0x18, 0x03,
+	0x20, 0x01, 0x28, 0x03, 0x52, 0x06, 0x66, 0x61, 0x63, 0x65, 0x49, 0x64, 0x22, 0x2f, 0x0a, 0x17,
+	0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e,
+	0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x14, 0x0a, 0x05, 0x69, 0x6d, 0x61, 0x67, 0x65,
+	0x18, 0x01, 0x20, 0x01, 0x28, 0x0c, 0x52, 0x05, 0x69, 0x6d, 0x61, 0x67, 0x65, 0x22, 0x4f, 0x0a,
+	0x18, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f,
+	0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x1d, 0x0a, 0x0a, 0x63, 0x6c, 0x61,
+	0x73, 0x73, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x09, 0x63,
+	0x6c, 0x61, 0x73, 0x73, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x14, 0x0a, 0x05, 0x73, 0x63, 0x6f, 0x72,
+	0x65, 0x18, 0x03, 0x20, 0x01, 0x28, 0x02, 0x52, 0x05, 0x73, 0x63, 0x6f, 0x72, 0x65, 0x22, 0x32,
+	0x0a, 0x1a, 0x43, 0x61, 0x66, 0x66, 0x65, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63,
+	0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x14, 0x0a, 0x05,
+	0x69, 0x6d, 0x61, 0x67, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0c, 0x52, 0x05, 0x69, 0x6d, 0x61,
+	0x67, 0x65, 0x22, 0x52, 0x0a, 0x1b, 0x43, 0x61, 0x66, 0x66, 0x65, 0x43, 0x6c, 0x61, 0x73, 0x73,
+	0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73,
+	0x65, 0x12, 0x1d, 0x0a, 0x0a, 0x63, 0x6c, 0x61, 0x73, 0x73, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18,
+	0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x09, 0x63, 0x6c, 0x61, 0x73, 0x73, 0x4e, 0x61, 0x6d, 0x65,
+	0x12, 0x14, 0x0a, 0x05, 0x73, 0x63, 0x6f, 0x72, 0x65, 0x18, 0x03, 0x20, 0x01, 0x28, 0x02, 0x52,
+	0x05, 0x73, 0x63, 0x6f, 0x72, 0x65, 0x32, 0xfe, 0x01, 0x0a, 0x09, 0x41, 0x69, 0x53, 0x65, 0x72,
+	0x76, 0x69, 0x63, 0x65, 0x12, 0x4a, 0x0a, 0x0f, 0x46, 0x61, 0x63, 0x65, 0x52, 0x65, 0x63, 0x6f,
+	0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1a, 0x2e, 0x61, 0x69, 0x2e, 0x46, 0x61, 0x63,
+	0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x71, 0x75,
+	0x65, 0x73, 0x74, 0x1a, 0x1b, 0x2e, 0x61, 0x69, 0x2e, 0x46, 0x61, 0x63, 0x65, 0x52, 0x65, 0x63,
+	0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65,
+	0x12, 0x4d, 0x0a, 0x10, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61,
+	0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1b, 0x2e, 0x61, 0x69, 0x2e, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73,
+	0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73,
+	0x74, 0x1a, 0x1c, 0x2e, 0x61, 0x69, 0x2e, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66,
+	0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12,
+	0x56, 0x0a, 0x13, 0x43, 0x61, 0x66, 0x66, 0x65, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69,
+	0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1e, 0x2e, 0x61, 0x69, 0x2e, 0x43, 0x61, 0x66, 0x66,
+	0x65, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52,
+	0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1f, 0x2e, 0x61, 0x69, 0x2e, 0x43, 0x61, 0x66, 0x66,
+	0x65, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52,
+	0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x42, 0x06, 0x5a, 0x04, 0x2e, 0x2f, 0x70, 0x62, 0x62,
+	0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
@@ -151,16 +377,24 @@ func file_aisvc_proto_rawDescGZIP() []byte {
 	return file_aisvc_proto_rawDescData
 }
 
-var file_aisvc_proto_msgTypes = make([]protoimpl.MessageInfo, 2)
+var file_aisvc_proto_msgTypes = make([]protoimpl.MessageInfo, 6)
 var file_aisvc_proto_goTypes = []any{
-	(*FaceRecognitionRequest)(nil),  // 0: ai.FaceRecognitionRequest
-	(*FaceRecognitionResponse)(nil), // 1: ai.FaceRecognitionResponse
+	(*FaceRecognitionRequest)(nil),      // 0: ai.FaceRecognitionRequest
+	(*FaceRecognitionResponse)(nil),     // 1: ai.FaceRecognitionResponse
+	(*TfClassificationRequest)(nil),     // 2: ai.TfClassificationRequest
+	(*TfClassificationResponse)(nil),    // 3: ai.TfClassificationResponse
+	(*CaffeClassificationRequest)(nil),  // 4: ai.CaffeClassificationRequest
+	(*CaffeClassificationResponse)(nil), // 5: ai.CaffeClassificationResponse
 }
 var file_aisvc_proto_depIdxs = []int32{
 	0, // 0: ai.AiService.FaceRecognition:input_type -> ai.FaceRecognitionRequest
-	1, // 1: ai.AiService.FaceRecognition:output_type -> ai.FaceRecognitionResponse
-	1, // [1:2] is the sub-list for method output_type
-	0, // [0:1] is the sub-list for method input_type
+	2, // 1: ai.AiService.TfClassification:input_type -> ai.TfClassificationRequest
+	4, // 2: ai.AiService.CaffeClassification:input_type -> ai.CaffeClassificationRequest
+	1, // 3: ai.AiService.FaceRecognition:output_type -> ai.FaceRecognitionResponse
+	3, // 4: ai.AiService.TfClassification:output_type -> ai.TfClassificationResponse
+	5, // 5: ai.AiService.CaffeClassification:output_type -> ai.CaffeClassificationResponse
+	3, // [3:6] is the sub-list for method output_type
+	0, // [0:3] is the sub-list for method input_type
 	0, // [0:0] is the sub-list for extension type_name
 	0, // [0:0] is the sub-list for extension extendee
 	0, // [0:0] is the sub-list for field type_name
@@ -177,7 +411,7 @@ func file_aisvc_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_aisvc_proto_rawDesc,
 			NumEnums:      0,
-			NumMessages:   2,
+			NumMessages:   6,
 			NumExtensions: 0,
 			NumServices:   1,
 		},
diff --git a/app/aisvc/rpc/pb/aisvc_grpc.pb.go b/app/aisvc/rpc/pb/aisvc_grpc.pb.go
index d074ee3..4628b59 100644
--- a/app/aisvc/rpc/pb/aisvc_grpc.pb.go
+++ b/app/aisvc/rpc/pb/aisvc_grpc.pb.go
@@ -19,7 +19,9 @@ import (
 const _ = grpc.SupportPackageIsVersion9
 
 const (
-	AiService_FaceRecognition_FullMethodName = "/ai.AiService/FaceRecognition"
+	AiService_FaceRecognition_FullMethodName     = "/ai.AiService/FaceRecognition"
+	AiService_TfClassification_FullMethodName    = "/ai.AiService/TfClassification"
+	AiService_CaffeClassification_FullMethodName = "/ai.AiService/CaffeClassification"
 )
 
 // AiServiceClient is the client API for AiService service.
@@ -28,6 +30,10 @@ const (
 type AiServiceClient interface {
 	// FaceRecognition
 	FaceRecognition(ctx context.Context, in *FaceRecognitionRequest, opts ...grpc.CallOption) (*FaceRecognitionResponse, error)
+	// TfClassification
+	TfClassification(ctx context.Context, in *TfClassificationRequest, opts ...grpc.CallOption) (*TfClassificationResponse, error)
+	// CaffeClassification
+	CaffeClassification(ctx context.Context, in *CaffeClassificationRequest, opts ...grpc.CallOption) (*CaffeClassificationResponse, error)
 }
 
 type aiServiceClient struct {
@@ -48,12 +54,36 @@ func (c *aiServiceClient) FaceRecognition(ctx context.Context, in *FaceRecogniti
 	return out, nil
 }
 
+func (c *aiServiceClient) TfClassification(ctx context.Context, in *TfClassificationRequest, opts ...grpc.CallOption) (*TfClassificationResponse, error) {
+	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
+	out := new(TfClassificationResponse)
+	err := c.cc.Invoke(ctx, AiService_TfClassification_FullMethodName, in, out, cOpts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+func (c *aiServiceClient) CaffeClassification(ctx context.Context, in *CaffeClassificationRequest, opts ...grpc.CallOption) (*CaffeClassificationResponse, error) {
+	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
+	out := new(CaffeClassificationResponse)
+	err := c.cc.Invoke(ctx, AiService_CaffeClassification_FullMethodName, in, out, cOpts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
 // AiServiceServer is the server API for AiService service.
 // All implementations must embed UnimplementedAiServiceServer
 // for forward compatibility.
 type AiServiceServer interface {
 	// FaceRecognition
 	FaceRecognition(context.Context, *FaceRecognitionRequest) (*FaceRecognitionResponse, error)
+	// TfClassification
+	TfClassification(context.Context, *TfClassificationRequest) (*TfClassificationResponse, error)
+	// CaffeClassification
+	CaffeClassification(context.Context, *CaffeClassificationRequest) (*CaffeClassificationResponse, error)
 	mustEmbedUnimplementedAiServiceServer()
 }
 
@@ -67,6 +97,12 @@ type UnimplementedAiServiceServer struct{}
 func (UnimplementedAiServiceServer) FaceRecognition(context.Context, *FaceRecognitionRequest) (*FaceRecognitionResponse, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method FaceRecognition not implemented")
 }
+func (UnimplementedAiServiceServer) TfClassification(context.Context, *TfClassificationRequest) (*TfClassificationResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method TfClassification not implemented")
+}
+func (UnimplementedAiServiceServer) CaffeClassification(context.Context, *CaffeClassificationRequest) (*CaffeClassificationResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method CaffeClassification not implemented")
+}
 func (UnimplementedAiServiceServer) mustEmbedUnimplementedAiServiceServer() {}
 func (UnimplementedAiServiceServer) testEmbeddedByValue()                   {}
 
@@ -106,6 +142,42 @@ func _AiService_FaceRecognition_Handler(srv interface{}, ctx context.Context, de
 	return interceptor(ctx, in, info, handler)
 }
 
+func _AiService_TfClassification_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(TfClassificationRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(AiServiceServer).TfClassification(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: AiService_TfClassification_FullMethodName,
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(AiServiceServer).TfClassification(ctx, req.(*TfClassificationRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
+func _AiService_CaffeClassification_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(CaffeClassificationRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(AiServiceServer).CaffeClassification(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: AiService_CaffeClassification_FullMethodName,
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(AiServiceServer).CaffeClassification(ctx, req.(*CaffeClassificationRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
 // AiService_ServiceDesc is the grpc.ServiceDesc for AiService service.
 // It's only intended for direct use with grpc.RegisterService,
 // and not to be introspected or modified (even as a copy)
@@ -117,6 +189,14 @@ var AiService_ServiceDesc = grpc.ServiceDesc{
 			MethodName: "FaceRecognition",
 			Handler:    _AiService_FaceRecognition_Handler,
 		},
+		{
+			MethodName: "TfClassification",
+			Handler:    _AiService_TfClassification_Handler,
+		},
+		{
+			MethodName: "CaffeClassification",
+			Handler:    _AiService_CaffeClassification_Handler,
+		},
 	},
 	Streams:  []grpc.StreamDesc{},
 	Metadata: "aisvc.proto",
diff --git a/app/auth/api/auth.api b/app/auth/api/auth.api
index be272dc..7607013 100644
--- a/app/auth/api/auth.api
+++ b/app/auth/api/auth.api
@@ -433,7 +433,7 @@ type (
 @server (
 	group:      storage // 微服务分组
 	prefix:     /api/auth/storage // 微服务前缀
-	timeout:    10s // 超时时间
+	timeout:    20s // 超时时间
 	maxBytes:   104857600 // 最大请求大小
 	signature:  false // 是否开启签名验证
 	middleware: SecurityHeadersMiddleware,CasbinVerifyMiddleware,AuthorizationMiddleware,NonceMiddleware // 注册中间件
diff --git a/app/auth/api/etc/auth.yaml b/app/auth/api/etc/auth.yaml
index 0ebba12..17f78bd 100644
--- a/app/auth/api/etc/auth.yaml
+++ b/app/auth/api/etc/auth.yaml
@@ -22,8 +22,10 @@ Verbose: false
 AiSvcRpc:
   Etcd:
     Hosts:
-      - 127.0.0.1:2379
+      - 1.95.0.111:2379
     Key: aisvc.rpc
+    User: root
+    Pass: LDQ20020618xxx
 # 日志配置
 Log:
   # 服务名称
diff --git a/app/auth/api/internal/handler/routes.go b/app/auth/api/internal/handler/routes.go
index 732ad0b..3eb09fa 100644
--- a/app/auth/api/internal/handler/routes.go
+++ b/app/auth/api/internal/handler/routes.go
@@ -202,7 +202,7 @@ func RegisterHandlers(server *rest.Server, serverCtx *svc.ServiceContext) {
 		),
 		rest.WithJwt(serverCtx.Config.Auth.AccessSecret),
 		rest.WithPrefix("/api/auth/storage"),
-		rest.WithTimeout(10000*time.Millisecond),
+		rest.WithTimeout(20000*time.Millisecond),
 		rest.WithMaxBytes(104857600),
 	)
 
diff --git a/app/auth/api/internal/logic/storage/upload_file_logic.go b/app/auth/api/internal/logic/storage/upload_file_logic.go
index b1b8863..0fdca0d 100644
--- a/app/auth/api/internal/logic/storage/upload_file_logic.go
+++ b/app/auth/api/internal/logic/storage/upload_file_logic.go
@@ -69,6 +69,13 @@ func (l *UploadFileLogic) UploadFile(r *http.Request) (resp string, err error) {
 	if face != nil {
 		faceId = face.GetFaceId()
 	}
+	// 分类
+	classification, err := l.svcCtx.AiSvcRpc.TfClassification(l.ctx, &pb.TfClassificationRequest{Image: bytes})
+	if err != nil {
+		return "", err
+	}
+	fmt.Println(classification.ClassName)
+	fmt.Println(classification.Score)
 
 	// 解析 EXIF 信息
 	exif, err := l.parseExifData(result.Exif)
diff --git a/app/auth/api/opencv.Dockerfile b/app/auth/api/opencv.Dockerfile
deleted file mode 100644
index 8c7161e..0000000
--- a/app/auth/api/opencv.Dockerfile
+++ /dev/null
@@ -1,120 +0,0 @@
-# to build this docker image:
-#   docker build -f opencv.Dockerfile -t schisandra-cloud-album-server .
-#   docker build --build-arg OPENCV_VERSION="4.x" --build-arg OPENCV_FILE="https://github.com/opencv/opencv/archive/refs/heads/4.x.zip" --build-arg OPENCV_CONTRIB_FILE="https://github.com/opencv/opencv_contrib/archive/refs/heads/4.x.zip" -f opencv.Dockerfile -t schisandra-cloud-album-server .
-
-FROM ubuntu:20.04 AS opencv-builder
-
-LABEL maintainer="landaiqing <<landaiqing@126.com>>"
-
-RUN sed -i 's|http://archive.ubuntu.com/ubuntu/|http://mirrors.aliyun.com/ubuntu/|g' /etc/apt/sources.list
-
-ENV TZ=Europe/Madrid
-
-RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
-
-RUN apt-get update && apt-get install -y --no-install-recommends --fix-missing \
-      tzdata git build-essential cmake pkg-config wget unzip libgtk2.0-dev \
-      curl ca-certificates libcurl4-openssl-dev libssl-dev \
-      libavcodec-dev libavformat-dev libswscale-dev libtbb2 libtbb-dev \
-      libharfbuzz-dev libfreetype6-dev \
-      libjpeg-turbo8-dev libpng-dev libtiff-dev libdc1394-22-dev nasm && \
-      rm -rf /var/lib/apt/lists/*
-
-ARG OPENCV_VERSION="4.10.0"
-
-ENV OPENCV_VERSION=$OPENCV_VERSION
-
-ARG OPENCV_FILE="https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.zip"
-
-ENV OPENCV_FILE=$OPENCV_FILE
-
-ARG OPENCV_CONTRIB_FILE="https://github.com/opencv/opencv_contrib/archive/${OPENCV_VERSION}.zip"
-
-ENV OPENCV_CONTRIB_FILE=$OPENCV_CONTRIB_FILE
-
-RUN curl -Lo opencv.zip ${OPENCV_FILE} && \
-      unzip -q opencv.zip && \
-      curl -Lo opencv_contrib.zip ${OPENCV_CONTRIB_FILE} && \
-      unzip -q opencv_contrib.zip && \
-      rm opencv.zip opencv_contrib.zip && \
-      cd opencv-${OPENCV_VERSION} && \
-      mkdir build && cd build && \
-      cmake -D CMAKE_BUILD_TYPE=RELEASE \
-      -D WITH_IPP=OFF \
-      -D WITH_OPENGL=OFF \
-      -D WITH_QT=OFF \
-      -D WITH_FREETYPE=ON \
-      -D CMAKE_INSTALL_PREFIX=/usr/local \
-      -D OPENCV_EXTRA_MODULES_PATH=../../opencv_contrib-${OPENCV_VERSION}/modules \
-      -D OPENCV_ENABLE_NONFREE=ON \
-      -D WITH_JASPER=OFF \
-      -D WITH_TBB=ON \
-      -D BUILD_JPEG=ON \
-      -D WITH_SIMD=ON \
-      -D ENABLE_LIBJPEG_TURBO_SIMD=ON \
-      -D BUILD_DOCS=OFF \
-      -D BUILD_EXAMPLES=OFF \
-      -D BUILD_TESTS=OFF \
-      -D BUILD_PERF_TESTS=ON \
-      -D BUILD_opencv_java=NO \
-      -D BUILD_opencv_python=NO \
-      -D BUILD_opencv_python2=NO \
-      -D BUILD_opencv_python3=NO \
-      -D OPENCV_GENERATE_PKGCONFIG=ON .. && \
-      make -j $(nproc --all) && \
-      make preinstall && make install && ldconfig && \
-      cd / && rm -rf opencv*
-
-
-FROM golang:1.23.1-alpine AS go-builder
-
-RUN apk add --no-cache gcc musl-dev libgcc libstdc++ cmake
-
-WORKDIR /app
-
-COPY . .
-
-ENV CGO_ENABLED=1
-
-ENV CGO_CFLAGS="-I/usr/local/include/opencv4"
-
-ENV CGO_LDFLAGS="-L/usr/local/lib -lopencv_core -lopencv_imgproc -lopencv_highgui"
-
-ENV GOOS=linux
-
-ENV GOARCH=amd64
-
-ENV GOPROXY=https://goproxy.cn,direct
-
-COPY --from=opencv-builder /usr/local/lib /usr/local/lib
-COPY --from=opencv-builder /usr/local/include/opencv4 /usr/local/include/opencv4
-
-RUN go mod download
-
-RUN go build -o schisandra-cloud-album-server
-
-FROM alpine:latest
-
-RUN sed -i 's/dl-cdn.alpinelinux.org/mirrors.aliyun.com/g' /etc/apk/repositories
-
-RUN apk add --no-cache tzdata
-
-ENV TZ=Asia/Shanghai
-
-WORKDIR /app
-
-COPY --from=go-builder /app/schisandra-cloud-album-server .
-
-COPY --from=go-builder /app/config.yaml .
-
-COPY --from=go-builder /app/resource ./resource
-
-COPY --from=go-builder /app/config/rbac_model.conf ./config/rbac_model.conf
-
-COPY --from=opencv-builder /usr/local/lib /usr/local/lib
-
-COPY --from=opencv-builder /usr/local/include/opencv4 /usr/local/include/opencv4
-
-EXPOSE 80
-
-CMD ["./schisandra-cloud-album-server"]
diff --git a/auth.Dockerfile b/auth.Dockerfile
new file mode 100644
index 0000000..590330a
--- /dev/null
+++ b/auth.Dockerfile
@@ -0,0 +1,46 @@
+# to build this docker image:
+#   docker build -f auth.Dockerfile -t schisandra-auth-server .
+
+FROM golang:1.23.5-bullseye AS builder
+
+LABEL maintainer="landaiqing <<landaiqing@126.com>>"
+
+ENV TZ=Asia/Shanghai \
+    DEBIAN_FRONTEND=noninteractive
+
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+
+WORKDIR /app
+
+COPY . .
+
+ENV CGO_ENABLED=0 \
+    GOOS=linux \
+    GOARCH=amd64 \
+    GOPROXY=https://goproxy.cn,direct
+
+RUN go mod download &&  \
+    go build -ldflags="-w -s" -o schisandra-auth-server ./app/auth/api/auth.go
+
+
+FROM alpine:latest
+
+ENV TZ=Asia/Shanghai \
+    DEBIAN_FRONTEND=noninteractive
+
+RUN ln -snf /usr/share/zoneinfo/$TZ /etc/localtime && echo $TZ > /etc/timezone
+
+RUN sed -i 's/dl-cdn.alpinelinux.org/mirrors.aliyun.com/g' /etc/apk/repositories && \
+    apk add --no-cache tzdata libjpeg-turbo
+
+WORKDIR /app
+
+COPY --from=builder /app/schisandra-auth-server .
+
+COPY --from=builder /app/app/auth/api/etc ./api/etc
+
+COPY --from=builder /app/app/auth/resources ./resources
+
+EXPOSE 80
+
+CMD ["./schisandra-auth-server"]
diff --git a/common/caffe_classifier/caffe_classifier.go b/common/caffe_classifier/caffe_classifier.go
new file mode 100644
index 0000000..91ad1c8
--- /dev/null
+++ b/common/caffe_classifier/caffe_classifier.go
@@ -0,0 +1,58 @@
+package caffe_classifier
+
+import (
+	"bufio"
+	"fmt"
+	"gocv.io/x/gocv"
+	"os"
+	"path/filepath"
+)
+
+// NewCaffeClassifier 创建一个新的Caffe分类器
+func NewCaffeClassifier() (*gocv.Net, []string) {
+	var err error
+	dir, err := os.Getwd()
+	// 加载模型
+	model := filepath.Join(dir, "/resources/models/caffemodel/bvlc_googlenet.caffemodel")
+	config := filepath.Join(dir, "/resources/models/caffemodel/bvlc_googlenet.prototxt")
+	description := filepath.Join(dir, "/resources/models/caffemodel/classification_classes_ILSVRC2012.txt")
+
+	net := gocv.ReadNet(model, config)
+	if net.Empty() {
+		panic(fmt.Errorf("error reading network model: %v", model))
+	}
+	// 设置后端和目标设备
+	err = net.SetPreferableBackend(gocv.NetBackendDefault)
+	if err != nil {
+		panic(fmt.Errorf("error setting preferable backend: %v", err))
+	}
+	err = net.SetPreferableTarget(gocv.NetTargetCPU)
+	if err != nil {
+		panic(fmt.Errorf("error setting preferable target: %v", err))
+	}
+	// 加载描述文件
+	descriptions, err := readDescriptions(description)
+	if err != nil {
+		panic(fmt.Errorf("error reading descriptions: %v", err))
+	}
+	return &net, descriptions
+}
+
+// readDescriptions reads the descriptions from a file
+// and returns a slice of its lines.
+func readDescriptions(path string) ([]string, error) {
+	file, err := os.Open(filepath.Clean(path))
+	if err != nil {
+		return nil, err
+	}
+	defer func() {
+		_ = file.Close()
+	}()
+
+	var lines []string
+	scanner := bufio.NewScanner(file)
+	for scanner.Scan() {
+		lines = append(lines, scanner.Text())
+	}
+	return lines, scanner.Err()
+}
diff --git a/common/tf_classifier/tf_classifier.go b/common/tf_classifier/tf_classifier.go
new file mode 100644
index 0000000..6d3d1a4
--- /dev/null
+++ b/common/tf_classifier/tf_classifier.go
@@ -0,0 +1,56 @@
+package tf_classifier
+
+import (
+	"bufio"
+	"fmt"
+	"gocv.io/x/gocv"
+	"os"
+	"path/filepath"
+)
+
+// NewTFClassifier 创建一个新的TFClassifier实例
+func NewTFClassifier() (*gocv.Net, []string) {
+	var err error
+	dir, err := os.Getwd()
+	// 加载模型
+	model := filepath.Join(dir, "/resources/models/tf_classifier/inception5h/tensorflow_inception_graph.pb")
+	description := filepath.Join(dir, "/resources/models/tf_classifier/inception5h/imagenet_comp_graph_label_strings.txt")
+
+	net := gocv.ReadNet(model, "")
+	if net.Empty() {
+		panic(fmt.Errorf("error reading network model: %v", model))
+	}
+	// 设置后端和目标设备
+	err = net.SetPreferableBackend(gocv.NetBackendDefault)
+	if err != nil {
+		panic(fmt.Errorf("error setting preferable backend: %v", err))
+	}
+	err = net.SetPreferableTarget(gocv.NetTargetCPU)
+	if err != nil {
+		panic(fmt.Errorf("error setting preferable target: %v", err))
+	}
+	// 加载描述文件
+	descriptions, err := ReadDescriptions(description)
+	if err != nil {
+		panic(fmt.Errorf("error reading descriptions: %v", err))
+	}
+	return &net, descriptions
+}
+
+// ReadDescriptions 从文件中读取描述并返回其行的切片
+func ReadDescriptions(path string) ([]string, error) {
+	file, err := os.Open(filepath.Clean(path))
+	if err != nil {
+		return nil, err
+	}
+	defer func() {
+		_ = file.Close()
+	}()
+
+	var lines []string
+	scanner := bufio.NewScanner(file)
+	for scanner.Scan() {
+		lines = append(lines, scanner.Text())
+	}
+	return lines, scanner.Err()
+}
diff --git a/go.mod b/go.mod
index 6c47f8d..9356f2b 100644
--- a/go.mod
+++ b/go.mod
@@ -5,12 +5,14 @@ go 1.23.4
 require (
 	github.com/ArtisanCloud/PowerLibs/v3 v3.3.1
 	github.com/ArtisanCloud/PowerWeChat/v3 v3.3.3
+	github.com/Kagami/go-face v0.0.0-20210630145111-0c14797b4d0e
 	github.com/aliyun/alibabacloud-oss-go-sdk-v2 v1.2.0
 	github.com/asjdf/gorm-cache v1.2.3
 	github.com/casbin/casbin/v2 v2.103.0
 	github.com/casbin/gorm-adapter/v3 v3.32.0
 	github.com/ccpwcn/kgo v1.2.8
 	github.com/chenmingyong0423/go-mongox/v2 v2.0.0
+	github.com/corona10/goimagehash v1.1.0
 	github.com/duke-git/lancet/v2 v2.3.4
 	github.com/golang-jwt/jwt/v5 v5.2.1
 	github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0
@@ -29,6 +31,7 @@ require (
 	github.com/zeromicro/go-zero v1.7.6
 	github.com/zmexing/go-sensitive-word v1.3.0
 	go.mongodb.org/mongo-driver/v2 v2.0.0
+	gocv.io/x/gocv v0.40.0
 	golang.org/x/crypto v0.32.0
 	golang.org/x/text v0.21.0
 	google.golang.org/grpc v1.69.4
@@ -43,7 +46,6 @@ require (
 require (
 	filippo.io/edwards25519 v1.1.0 // indirect
 	github.com/ArtisanCloud/PowerSocialite/v3 v3.0.7 // indirect
-	github.com/Kagami/go-face v0.0.0-20210630145111-0c14797b4d0e // indirect
 	github.com/andybalholm/brotli v1.1.1 // indirect
 	github.com/aymerick/douceur v0.2.0 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
@@ -57,7 +59,6 @@ require (
 	github.com/cloudflare/circl v1.5.0 // indirect
 	github.com/coreos/go-semver v0.3.1 // indirect
 	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
-	github.com/corona10/goimagehash v1.1.0 // indirect
 	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
 	github.com/dolthub/maphash v0.1.0 // indirect
@@ -89,10 +90,10 @@ require (
 	github.com/google/go-cmp v0.6.0 // indirect
 	github.com/google/go-querystring v1.1.0 // indirect
 	github.com/google/gofuzz v1.2.0 // indirect
-	github.com/google/pprof v0.0.0-20250120214715-4e5bb2051dab // indirect
+	github.com/google/pprof v0.0.0-20250121033306-997b0b79cac0 // indirect
 	github.com/google/uuid v1.6.0 // indirect
 	github.com/gorilla/css v1.0.1 // indirect
-	github.com/grpc-ecosystem/grpc-gateway/v2 v2.25.1 // indirect
+	github.com/grpc-ecosystem/grpc-gateway/v2 v2.26.0 // indirect
 	github.com/hashicorp/errwrap v1.1.0 // indirect
 	github.com/hashicorp/go-multierror v1.1.1 // indirect
 	github.com/imroc/req/v3 v3.49.1 // indirect
diff --git a/go.sum b/go.sum
index 72eb075..6e535c5 100644
--- a/go.sum
+++ b/go.sum
@@ -81,9 +81,7 @@ github.com/coreos/go-systemd/v22 v22.5.0 h1:RrqgGjYQKalulkV8NGVIfkXQf6YYmOyiJKk8
 github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
 github.com/corona10/goimagehash v1.1.0 h1:teNMX/1e+Wn/AYSbLHX8mj+mF9r60R1kBeqE9MkoYwI=
 github.com/corona10/goimagehash v1.1.0/go.mod h1:VkvE0mLn84L4aF8vCb6mafVajEb6QYMHl2ZJLn0mOGI=
-github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
-github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
 github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
@@ -97,8 +95,6 @@ github.com/duke-git/lancet/v2 v2.3.4 h1:8XGI7P9w+/GqmEBEXYaH/XuNiM0f4/90Ioti0IvY
 github.com/duke-git/lancet/v2 v2.3.4/go.mod h1:zGa2R4xswg6EG9I6WnyubDbFO/+A/RROxIbXcwryTsc=
 github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
 github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
-github.com/emicklei/go-restful/v3 v3.11.0 h1:rAQeMHw1c7zTmncogyy8VvRZwtkmkZ4FxERmMY4rD+g=
-github.com/emicklei/go-restful/v3 v3.11.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
 github.com/emicklei/go-restful/v3 v3.12.1 h1:PJMDIM/ak7btuL8Ex0iYET9hxM3CI2sjZtzpL63nKAU=
 github.com/emicklei/go-restful/v3 v3.12.1/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
 github.com/fatih/color v1.18.0 h1:S8gINlzdQ840/4pfAwic/ZE0djQEH3wM94VfqLTZcOM=
@@ -113,22 +109,14 @@ github.com/glebarez/sqlite v1.11.0 h1:wSG0irqzP6VurnMEpFGer5Li19RpIRi2qvQz++w0GM
 github.com/glebarez/sqlite v1.11.0/go.mod h1:h8/o8j5wiAsqSPoWELDUdJXhjAhsVliSn7bWZjOhrgQ=
 github.com/go-bindata/go-bindata v3.1.2+incompatible/go.mod h1:xK8Dsgwmeed+BBsSy2XTopBn/8uK2HWuGSnA11C3Joo=
 github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
-github.com/go-logr/logr v1.3.0/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
 github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
 github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
 github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
 github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
-github.com/go-openapi/jsonpointer v0.19.6 h1:eCs3fxoIi3Wh6vtgmLTOjdhSpiqphQ+DaPn38N2ZdrE=
-github.com/go-openapi/jsonpointer v0.19.6/go.mod h1:osyAmYz/mB/C3I+WsTTSgw1ONzaLJoLCyoi6/zppojs=
 github.com/go-openapi/jsonpointer v0.21.0 h1:YgdVicSA9vH5RiHs9TZW5oyafXZFc6+2Vc1rr/O9oNQ=
 github.com/go-openapi/jsonpointer v0.21.0/go.mod h1:IUyH9l/+uyhIYQ/PXVA41Rexl+kOkAPDdXEYns6fzUY=
-github.com/go-openapi/jsonreference v0.20.2 h1:3sVjiK66+uXK/6oQ8xgcRKcFgQ5KXa2KvnJRumpMGbE=
-github.com/go-openapi/jsonreference v0.20.2/go.mod h1:Bl1zwGIM8/wsvqjsOQLJ/SH+En5Ap4rVB5KVcIDZG2k=
 github.com/go-openapi/jsonreference v0.21.0 h1:Rs+Y7hSXT83Jacb7kFyjn4ijOuVGSvOdF2+tg1TRrwQ=
 github.com/go-openapi/jsonreference v0.21.0/go.mod h1:LmZmgsrTkVg9LG4EaHeY8cBDslNPMo06cago5JNLkm4=
-github.com/go-openapi/swag v0.22.3/go.mod h1:UzaqsxGiab7freDnrUUra0MwWfN/q7tE4j+VcZ0yl14=
-github.com/go-openapi/swag v0.22.4 h1:QLMzNJnMGPRNDCbySlcj1x01tzU8/9LTTL9hZZZogBU=
-github.com/go-openapi/swag v0.22.4/go.mod h1:UzaqsxGiab7freDnrUUra0MwWfN/q7tE4j+VcZ0yl14=
 github.com/go-openapi/swag v0.23.0 h1:vsEVJDUo2hPJ2tu0/Xc+4noaxyEffXNIs3cOULZ+GrE=
 github.com/go-openapi/swag v0.23.0/go.mod h1:esZ8ITTYEsH1V2trKHjAN8Ai7xHb8RV+YSZ577vPjgQ=
 github.com/go-playground/assert/v2 v2.2.0 h1:JvknZsQTYeFEAhQwI4qEt9cyV5ONwRHC+lYKSsYSR8s=
@@ -167,8 +155,6 @@ github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek
 github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
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-github.com/google/gnostic-models v0.6.8 h1:yo/ABAfM5IMRsS1VnXjTBvUb61tFIHozhlYvRgGre9I=
-github.com/google/gnostic-models v0.6.8/go.mod h1:5n7qKqH0f5wFt+aWF8CW6pZLLNOfYuF5OpfBSENuI8U=
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@@ -181,10 +167,10 @@ github.com/google/go-querystring v1.1.0/go.mod h1:Kcdr2DB4koayq7X8pmAG4sNG59So17
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 github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
 github.com/google/uuid v1.5.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
@@ -197,6 +183,8 @@ github.com/gorilla/sessions v1.2.1/go.mod h1:dk2InVEVJ0sfLlnXv9EAgkf6ecYs/i80K/z
 github.com/grpc-ecosystem/grpc-gateway v1.16.0 h1:gmcG1KaJ57LophUzW0Hy8NmPhnMZb4M0+kPpLofRdBo=
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 github.com/grpc-ecosystem/grpc-gateway/v2 v2.25.1/go.mod h1:RBRO7fro65R6tjKzYgLAFo0t1QEXY1Dp+i/bvpRiqiQ=
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 github.com/h2non/parth v0.0.0-20190131123155-b4df798d6542 h1:2VTzZjLZBgl62/EtslCrtky5vbi9dd7HrQPQIx6wqiw=
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 github.com/hashicorp/errwrap v1.0.0/go.mod h1:YH+1FKiLXxHSkmPseP+kNlulaMuP3n2brvKWEqk/Jc4=
@@ -236,11 +224,8 @@ github.com/kisielk/errcheck v1.5.0/go.mod h1:pFxgyoBC7bSaBwPgfKdkLd5X25qrDl4LWUI
 github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+oQHNcck=
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@@ -253,8 +238,6 @@ github.com/lionsoul2014/ip2region/binding/golang v0.0.0-20241220152942-06eb5c6e8
 github.com/lionsoul2014/ip2region/binding/golang v0.0.0-20241220152942-06eb5c6e8230/go.mod h1:C5LA5UO2ZXJrLaPLYtE1wUJMiyd/nwWaCO5cw/2pSHs=
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@@ -313,16 +296,15 @@ github.com/pkg6/go-requests v0.2.3 h1:IwlH6D1DlIKnBaLccz4dJR75CCoPEw4HD7BST9sD5k
 github.com/pkg6/go-requests v0.2.3/go.mod h1:/rcVm8Itd2djtxDVxjRnHURChV86TB4ooZnP+IBZBmg=
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@@ -389,60 +371,36 @@ github.com/zeromicro/go-zero v1.7.6 h1:SArK4xecdrpVY3ZFJcbc0IZCx+NuWyHNjCv9f1+Gw
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-go.etcd.io/etcd/api/v3 v3.5.15 h1:3KpLJir1ZEBrYuV2v+Twaa/e2MdDCEZ/70H+lzEiwsk=
-go.etcd.io/etcd/api/v3 v3.5.15/go.mod h1:N9EhGzXq58WuMllgH9ZvnEr7SI9pS0k0+DHZezGp7jM=
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 go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
 go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
 go.opentelemetry.io/proto/otlp v1.5.0 h1:xJvq7gMzB31/d406fB8U5CBdyQGw4P399D1aQWU/3i4=
@@ -457,6 +415,8 @@ go.uber.org/multierr v1.11.0 h1:blXXJkSxSSfBVBlC76pxqeO+LN3aDfLQo+309xJstO0=
 go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN80Y=
 go.uber.org/zap v1.27.0 h1:aJMhYGrd5QSmlpLMr2MftRKl7t8J8PTZPA732ud/XR8=
 go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E=
+gocv.io/x/gocv v0.40.0 h1:kGBu/UVj+dO6A9dhQmGOnCICSL7ke7b5YtX3R3azdXI=
+gocv.io/x/gocv v0.40.0/go.mod h1:zYdWMj29WAEznM3Y8NsU3A0TRq/wR/cy75jeUypThqU=
 golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
 golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI=
 golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto=
@@ -502,8 +462,6 @@ golang.org/x/net v0.19.0/go.mod h1:CfAk/cbD4CthTvqiEl8NpboMuiuOYsAr/7NOjZJtv1U=
 golang.org/x/net v0.20.0/go.mod h1:z8BVo6PvndSri0LbOE3hAn0apkU+1YvI6E70E9jsnvY=
 golang.org/x/net v0.34.0 h1:Mb7Mrk043xzHgnRM88suvJFwzVrRfHEHJEl5/71CKw0=
 golang.org/x/net v0.34.0/go.mod h1:di0qlW3YNM5oh6GqDGQr92MyTozJPmybPK4Ev/Gm31k=
-golang.org/x/oauth2 v0.24.0 h1:KTBBxWqUa0ykRPLtV69rRto9TLXcqYkeswu48x/gvNE=
-golang.org/x/oauth2 v0.24.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
 golang.org/x/oauth2 v0.25.0 h1:CY4y7XT9v0cRI9oupztF8AgiIu99L/ksR/Xp/6jrZ70=
 golang.org/x/oauth2 v0.25.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -561,8 +519,6 @@ golang.org/x/text v0.14.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.15.0/go.mod h1:18ZOQIKpY8NJVqYksKHtTdi31H5itFRjB5/qKTNYzSU=
 golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
 golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
-golang.org/x/time v0.8.0 h1:9i3RxcPv3PZnitoVGMPDKZSq1xW1gK1Xy3ArNOGZfEg=
-golang.org/x/time v0.8.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/time v0.9.0 h1:EsRrnYcQiGH+5FfbgvV4AP7qEZstoyrHB0DzarOQ4ZY=
 golang.org/x/time v0.9.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -628,28 +584,16 @@ gorm.io/plugin/dbresolver v1.5.3 h1:wFwINGZZmttuu9h7XpvbDHd8Lf9bb8GNzp/NpAMV2wU=
 gorm.io/plugin/dbresolver v1.5.3/go.mod h1:TSrVhaUg2DZAWP3PrHlDlITEJmNOkL0tFTjvTEsQ4XE=
 gorm.io/plugin/optimisticlock v1.1.3 h1:uFK8zz+Ln6ju3vGkTd1LY3xR2VBmMxjdU12KBb58PBA=
 gorm.io/plugin/optimisticlock v1.1.3/go.mod h1:S+MH7qnHGQHxDBc9phjgN+DpNPn/qESd1q69fA3dtkg=
-k8s.io/api v0.29.3 h1:2ORfZ7+bGC3YJqGpV0KSDDEVf8hdGQ6A03/50vj8pmw=
-k8s.io/api v0.29.3/go.mod h1:y2yg2NTyHUUkIoTC+phinTnEa3KFM6RZ3szxt014a80=
 k8s.io/api v0.32.1 h1:f562zw9cy+GvXzXf0CKlVQ7yHJVYzLfL6JAS4kOAaOc=
 k8s.io/api v0.32.1/go.mod h1:/Yi/BqkuueW1BgpoePYBRdDYfjPF5sgTr5+YqDZra5k=
-k8s.io/apimachinery v0.29.4 h1:RaFdJiDmuKs/8cm1M6Dh1Kvyh59YQFDcFuFTSmXes6Q=
-k8s.io/apimachinery v0.29.4/go.mod h1:i3FJVwhvSp/6n8Fl4K97PJEP8C+MM+aoDq4+ZJBf70Y=
 k8s.io/apimachinery v0.32.1 h1:683ENpaCBjma4CYqsmZyhEzrGz6cjn1MY/X2jB2hkZs=
 k8s.io/apimachinery v0.32.1/go.mod h1:GpHVgxoKlTxClKcteaeuF1Ul/lDVb74KpZcxcmLDElE=
-k8s.io/client-go v0.29.3 h1:R/zaZbEAxqComZ9FHeQwOh3Y1ZUs7FaHKZdQtIc2WZg=
-k8s.io/client-go v0.29.3/go.mod h1:tkDisCvgPfiRpxGnOORfkljmS+UrW+WtXAy2fTvXJB0=
 k8s.io/client-go v0.32.1 h1:otM0AxdhdBIaQh7l1Q0jQpmo7WOFIk5FFa4bg6YMdUU=
 k8s.io/client-go v0.32.1/go.mod h1:aTTKZY7MdxUaJ/KiUs8D+GssR9zJZi77ZqtzcGXIiDg=
-k8s.io/klog/v2 v2.110.1 h1:U/Af64HJf7FcwMcXyKm2RPM22WZzyR7OSpYj5tg3cL0=
-k8s.io/klog/v2 v2.110.1/go.mod h1:YGtd1984u+GgbuZ7e08/yBuAfKLSO0+uR1Fhi6ExXjo=
 k8s.io/klog/v2 v2.130.1 h1:n9Xl7H1Xvksem4KFG4PYbdQCQxqc/tTUyrgXaOhHSzk=
 k8s.io/klog/v2 v2.130.1/go.mod h1:3Jpz1GvMt720eyJH1ckRHK1EDfpxISzJ7I9OYgaDtPE=
-k8s.io/kube-openapi v0.0.0-20231010175941-2dd684a91f00 h1:aVUu9fTY98ivBPKR9Y5w/AuzbMm96cd3YHRTU83I780=
-k8s.io/kube-openapi v0.0.0-20231010175941-2dd684a91f00/go.mod h1:AsvuZPBlUDVuCdzJ87iajxtXuR9oktsTctW/R9wwouA=
 k8s.io/kube-openapi v0.0.0-20241212222426-2c72e554b1e7 h1:hcha5B1kVACrLujCKLbr8XWMxCxzQx42DY8QKYJrDLg=
 k8s.io/kube-openapi v0.0.0-20241212222426-2c72e554b1e7/go.mod h1:GewRfANuJ70iYzvn+i4lezLDAFzvjxZYK1gn1lWcfas=
-k8s.io/utils v0.0.0-20240711033017-18e509b52bc8 h1:pUdcCO1Lk/tbT5ztQWOBi5HBgbBP1J8+AsQnQCKsi8A=
-k8s.io/utils v0.0.0-20240711033017-18e509b52bc8/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
 k8s.io/utils v0.0.0-20241210054802-24370beab758 h1:sdbE21q2nlQtFh65saZY+rRM6x6aJJI8IUa1AmH/qa0=
 k8s.io/utils v0.0.0-20241210054802-24370beab758/go.mod h1:OLgZIPagt7ERELqWJFomSt595RzquPNLL48iOWgYOg0=
 modernc.org/cc/v4 v4.24.4 h1:TFkx1s6dCkQpd6dKurBNmpo+G8Zl4Sq/ztJ+2+DEsh0=
@@ -676,15 +620,9 @@ modernc.org/strutil v1.2.1 h1:UneZBkQA+DX2Rp35KcM69cSsNES9ly8mQWD71HKlOA0=
 modernc.org/strutil v1.2.1/go.mod h1:EHkiggD70koQxjVdSBM3JKM7k6L0FbGE5eymy9i3B9A=
 modernc.org/token v1.1.0 h1:Xl7Ap9dKaEs5kLoOQeQmPWevfnk/DM5qcLcYlA8ys6Y=
 modernc.org/token v1.1.0/go.mod h1:UGzOrNV1mAFSEB63lOFHIpNRUVMvYTc6yu1SMY/XTDM=
-sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd h1:EDPBXCAspyGV4jQlpZSudPeMmr1bNJefnuqLsRAsHZo=
-sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd/go.mod h1:B8JuhiUyNFVKdsE8h686QcCxMaH6HrOAZj4vswFpcB0=
 sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 h1:gBQPwqORJ8d8/YNZWEjoZs7npUVDpVXUUOFfW6CgAqE=
 sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8/go.mod h1:mdzfpAEoE6DHQEN0uh9ZbOCuHbLK5wOm7dK4ctXE9Tg=
-sigs.k8s.io/structured-merge-diff/v4 v4.4.1 h1:150L+0vs/8DA78h1u02ooW1/fFq/Lwr+sGiqlzvrtq4=
-sigs.k8s.io/structured-merge-diff/v4 v4.4.1/go.mod h1:N8hJocpFajUSSeSJ9bOZ77VzejKZaXsTtZo4/u7Io08=
 sigs.k8s.io/structured-merge-diff/v4 v4.5.0 h1:nbCitCK2hfnhyiKo6uf2HxUPTCodY6Qaf85SbDIaMBk=
 sigs.k8s.io/structured-merge-diff/v4 v4.5.0/go.mod h1:N8f93tFZh9U6vpxwRArLiikrE5/2tiu1w1AGfACIGE4=
-sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
-sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=
 sigs.k8s.io/yaml v1.4.0 h1:Mk1wCc2gy/F0THH0TAp1QYyJNzRm2KCLy3o5ASXVI5E=
 sigs.k8s.io/yaml v1.4.0/go.mod h1:Ejl7/uTz7PSA4eKMyQCUTnhZYNmLIl+5c2lQPGR2BPY=