✨ add image clarity detection

app/aisvc/rpc/aisvc.proto

@@ -60,6 +60,17 @@ message ModifyFaceTypeRequest {
 message ModifyFaceTypeResponse {
   string result = 1;
 }
+
+// 模糊图片搜索
+message ImageClarityRequest {
+  bytes  image = 1;
+}
+message ImageClarityResponse {
+  bool   is_blurred = 1;
+  float  confidence = 2;
+}
+
+
 service AiService {
   // FaceRecognition
   rpc FaceRecognition (FaceRecognitionRequest) returns (FaceRecognitionResponse);
@@ -73,6 +84,8 @@ service AiService {
   rpc ModifyFaceName (ModifyFaceNameRequest) returns (ModifyFaceNameResponse);
   // ModifyFaceType
   rpc ModifyFaceType (ModifyFaceTypeRequest) returns (ModifyFaceTypeResponse);
+  // FuzzySearch
+  rpc ImageClarity (ImageClarityRequest) returns (ImageClarityResponse);
 }
 
 

app/aisvc/rpc/client/aiservice/ai_service.go

@@ -19,6 +19,8 @@ type (
 	FaceLibrary                 = pb.FaceLibrary
 	FaceRecognitionRequest      = pb.FaceRecognitionRequest
 	FaceRecognitionResponse     = pb.FaceRecognitionResponse
+	ImageClarityRequest         = pb.ImageClarityRequest
+	ImageClarityResponse        = pb.ImageClarityResponse
 	ModifyFaceNameRequest       = pb.ModifyFaceNameRequest
 	ModifyFaceNameResponse      = pb.ModifyFaceNameResponse
 	ModifyFaceTypeRequest       = pb.ModifyFaceTypeRequest
@@ -41,6 +43,8 @@ type (
 		ModifyFaceName(ctx context.Context, in *ModifyFaceNameRequest, opts ...grpc.CallOption) (*ModifyFaceNameResponse, error)
 		// ModifyFaceType
 		ModifyFaceType(ctx context.Context, in *ModifyFaceTypeRequest, opts ...grpc.CallOption) (*ModifyFaceTypeResponse, error)
+		// FuzzySearch
+		ImageClarity(ctx context.Context, in *ImageClarityRequest, opts ...grpc.CallOption) (*ImageClarityResponse, error)
 	}
 
 	defaultAiService struct {
@@ -89,3 +93,9 @@ func (m *defaultAiService) ModifyFaceType(ctx context.Context, in *ModifyFaceTyp
 	client := pb.NewAiServiceClient(m.cli.Conn())
 	return client.ModifyFaceType(ctx, in, opts...)
 }
+
+// FuzzySearch
+func (m *defaultAiService) ImageClarity(ctx context.Context, in *ImageClarityRequest, opts ...grpc.CallOption) (*ImageClarityResponse, error) {
+	client := pb.NewAiServiceClient(m.cli.Conn())
+	return client.ImageClarity(ctx, in, opts...)
+}

app/aisvc/rpc/internal/logic/aiservice/image_clarity_logic.go

@@ -0,0 +1,36 @@
+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 ImageClarityLogic struct {
+	ctx    context.Context
+	svcCtx *svc.ServiceContext
+	logx.Logger
+}
+
+func NewImageClarityLogic(ctx context.Context, svcCtx *svc.ServiceContext) *ImageClarityLogic {
+	return &ImageClarityLogic{
+		ctx:    ctx,
+		svcCtx: svcCtx,
+		Logger: logx.WithContext(ctx),
+	}
+}
+
+// ImageClarity 图像清晰度检测
+func (l *ImageClarityLogic) ImageClarity(in *pb.ImageClarityRequest) (*pb.ImageClarityResponse, error) {
+	blurred, confidence, err := l.svcCtx.Clarity.Detect(in.Image)
+	if err != nil {
+		return nil, err
+	}
+	return &pb.ImageClarityResponse{
+		IsBlurred:  blurred,
+		Confidence: float32(confidence),
+	}, nil
+}

app/aisvc/rpc/internal/server/aiservice/ai_service_server.go

@@ -58,3 +58,9 @@ func (s *AiServiceServer) ModifyFaceType(ctx context.Context, in *pb.ModifyFaceT
 	l := aiservicelogic.NewModifyFaceTypeLogic(ctx, s.svcCtx)
 	return l.ModifyFaceType(in)
 }
+
+// FuzzySearch
+func (s *AiServiceServer) ImageClarity(ctx context.Context, in *pb.ImageClarityRequest) (*pb.ImageClarityResponse, error) {
+	l := aiservicelogic.NewImageClarityLogic(ctx, s.svcCtx)
+	return l.ImageClarity(in)
+}

app/aisvc/rpc/internal/svc/service_context.go

@@ -9,6 +9,7 @@ import (
 	"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/clarity"
 	"schisandra-album-cloud-microservices/common/face_recognizer"
 	"schisandra-album-cloud-microservices/common/miniox"
 	"schisandra-album-cloud-microservices/common/redisx"
@@ -25,6 +26,7 @@ type ServiceContext struct {
 	CaffeNet       *gocv.Net
 	CaffeDesc      []string
 	MinioClient    *minio.Client
+	Clarity        *clarity.Detector
 }
 
 func NewServiceContext(c config.Config) *ServiceContext {
@@ -42,5 +44,6 @@ func NewServiceContext(c config.Config) *ServiceContext {
 		CaffeNet:       caffeClassifier,
 		CaffeDesc:      caffeDesc,
 		MinioClient:    miniox.NewMinio(c.Minio.Endpoint, c.Minio.AccessKeyID, c.Minio.SecretAccessKey, c.Minio.UseSSL),
+		Clarity:        clarity.NewDetector(clarity.WithConcurrency(8), clarity.WithBaseThreshold(90), clarity.WithEdgeBoost(1.2), clarity.WithSampleScale(1)),
 	}
 }

app/aisvc/rpc/pb/aisvc.pb.go

@@ -699,6 +699,105 @@ func (x *ModifyFaceTypeResponse) GetResult() string {
 	return ""
 }
 
+// 模糊图片搜索
+type ImageClarityRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Image []byte `protobuf:"bytes,1,opt,name=image,proto3" json:"image,omitempty"`
+}
+
+func (x *ImageClarityRequest) Reset() {
+	*x = ImageClarityRequest{}
+	mi := &file_aisvc_proto_msgTypes[13]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *ImageClarityRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*ImageClarityRequest) ProtoMessage() {}
+
+func (x *ImageClarityRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[13]
+	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 ImageClarityRequest.ProtoReflect.Descriptor instead.
+func (*ImageClarityRequest) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{13}
+}
+
+func (x *ImageClarityRequest) GetImage() []byte {
+	if x != nil {
+		return x.Image
+	}
+	return nil
+}
+
+type ImageClarityResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	IsBlurred  bool    `protobuf:"varint,1,opt,name=is_blurred,json=isBlurred,proto3" json:"is_blurred,omitempty"`
+	Confidence float32 `protobuf:"fixed32,2,opt,name=confidence,proto3" json:"confidence,omitempty"`
+}
+
+func (x *ImageClarityResponse) Reset() {
+	*x = ImageClarityResponse{}
+	mi := &file_aisvc_proto_msgTypes[14]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *ImageClarityResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*ImageClarityResponse) ProtoMessage() {}
+
+func (x *ImageClarityResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[14]
+	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 ImageClarityResponse.ProtoReflect.Descriptor instead.
+func (*ImageClarityResponse) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{14}
+}
+
+func (x *ImageClarityResponse) GetIsBlurred() bool {
+	if x != nil {
+		return x.IsBlurred
+	}
+	return false
+}
+
+func (x *ImageClarityResponse) GetConfidence() float32 {
+	if x != nil {
+		return x.Confidence
+	}
+	return 0
+}
+
 var File_aisvc_proto protoreflect.FileDescriptor
 
 var file_aisvc_proto_rawDesc = []byte{
@@ -762,38 +861,50 @@ var file_aisvc_proto_rawDesc = []byte{
 	0x79, 0x70, 0x65, 0x22, 0x30, 0x0a, 0x16, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61, 0x63,
 	0x65, 0x54, 0x79, 0x70, 0x65, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x16, 0x0a,
 	0x06, 0x72, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x06, 0x72,
-	0x65, 0x73, 0x75, 0x6c, 0x74, 0x32, 0xdf, 0x03, 0x0a, 0x09, 0x41, 0x69, 0x53, 0x65, 0x72, 0x76,
+	0x65, 0x73, 0x75, 0x6c, 0x74, 0x22, 0x2b, 0x0a, 0x13, 0x49, 0x6d, 0x61, 0x67, 0x65, 0x43, 0x6c,
-	0x69, 0x63, 0x65, 0x12, 0x4a, 0x0a, 0x0f, 0x46, 0x61, 0x63, 0x65, 0x52, 0x65, 0x63, 0x6f, 0x67,
+	0x61, 0x72, 0x69, 0x74, 0x79, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x14, 0x0a, 0x05,
-	0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1a, 0x2e, 0x61, 0x69, 0x2e, 0x46, 0x61, 0x63, 0x65,
+	0x69, 0x6d, 0x61, 0x67, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0c, 0x52, 0x05, 0x69, 0x6d, 0x61,
-	0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65,
+	0x67, 0x65, 0x22, 0x55, 0x0a, 0x14, 0x49, 0x6d, 0x61, 0x67, 0x65, 0x43, 0x6c, 0x61, 0x72, 0x69,
-	0x73, 0x74, 0x1a, 0x1b, 0x2e, 0x61, 0x69, 0x2e, 0x46, 0x61, 0x63, 0x65, 0x52, 0x65, 0x63, 0x6f,
+	0x74, 0x79, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x1d, 0x0a, 0x0a, 0x69, 0x73,
-	0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12,
+	0x5f, 0x62, 0x6c, 0x75, 0x72, 0x72, 0x65, 0x64, 0x18, 0x01, 0x20, 0x01, 0x28, 0x08, 0x52, 0x09,
-	0x4d, 0x0a, 0x10, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74,
+	0x69, 0x73, 0x42, 0x6c, 0x75, 0x72, 0x72, 0x65, 0x64, 0x12, 0x1e, 0x0a, 0x0a, 0x63, 0x6f, 0x6e,
-	0x69, 0x6f, 0x6e, 0x12, 0x1b, 0x2e, 0x61, 0x69, 0x2e, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73,
+	0x66, 0x69, 0x64, 0x65, 0x6e, 0x63, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x02, 0x52, 0x0a, 0x63,
-	0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74,
+	0x6f, 0x6e, 0x66, 0x69, 0x64, 0x65, 0x6e, 0x63, 0x65, 0x32, 0xa2, 0x04, 0x0a, 0x09, 0x41, 0x69,
-	0x1a, 0x1c, 0x2e, 0x61, 0x69, 0x2e, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69,
+	0x53, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x12, 0x4a, 0x0a, 0x0f, 0x46, 0x61, 0x63, 0x65, 0x52,
-	0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x56,
+	0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1a, 0x2e, 0x61, 0x69, 0x2e,
-	0x0a, 0x13, 0x43, 0x61, 0x66, 0x66, 0x65, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63,
+	0x46, 0x61, 0x63, 0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52,
-	0x61, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1e, 0x2e, 0x61, 0x69, 0x2e, 0x43, 0x61, 0x66, 0x66, 0x65,
+	0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1b, 0x2e, 0x61, 0x69, 0x2e, 0x46, 0x61, 0x63, 0x65,
-	0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65,
+	0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f,
-	0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1f, 0x2e, 0x61, 0x69, 0x2e, 0x43, 0x61, 0x66, 0x66, 0x65,
+	0x6e, 0x73, 0x65, 0x12, 0x4d, 0x0a, 0x10, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66,
-	0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65,
+	0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1b, 0x2e, 0x61, 0x69, 0x2e, 0x54, 0x66, 0x43,
-	0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x4d, 0x0a, 0x10, 0x51, 0x75, 0x65, 0x72, 0x79, 0x46,
+	0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x71,
-	0x61, 0x63, 0x65, 0x4c, 0x69, 0x62, 0x72, 0x61, 0x72, 0x79, 0x12, 0x1b, 0x2e, 0x61, 0x69, 0x2e,
+	0x75, 0x65, 0x73, 0x74, 0x1a, 0x1c, 0x2e, 0x61, 0x69, 0x2e, 0x54, 0x66, 0x43, 0x6c, 0x61, 0x73,
-	0x51, 0x75, 0x65, 0x72, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4c, 0x69, 0x62, 0x72, 0x61, 0x72, 0x79,
+	0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e,
-	0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1c, 0x2e, 0x61, 0x69, 0x2e, 0x51, 0x75, 0x65,
+	0x73, 0x65, 0x12, 0x56, 0x0a, 0x13, 0x43, 0x61, 0x66, 0x66, 0x65, 0x43, 0x6c, 0x61, 0x73, 0x73,
-	0x72, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4c, 0x69, 0x62, 0x72, 0x61, 0x72, 0x79, 0x52, 0x65, 0x73,
+	0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1e, 0x2e, 0x61, 0x69, 0x2e, 0x43,
-	0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x47, 0x0a, 0x0e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46,
+	0x61, 0x66, 0x66, 0x65, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69,
-	0x61, 0x63, 0x65, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x19, 0x2e, 0x61, 0x69, 0x2e, 0x4d, 0x6f, 0x64,
+	0x6f, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1f, 0x2e, 0x61, 0x69, 0x2e, 0x43,
-	0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4e, 0x61, 0x6d, 0x65, 0x52, 0x65, 0x71, 0x75, 0x65,
+	0x61, 0x66, 0x66, 0x65, 0x43, 0x6c, 0x61, 0x73, 0x73, 0x69, 0x66, 0x69, 0x63, 0x61, 0x74, 0x69,
-	0x73, 0x74, 0x1a, 0x1a, 0x2e, 0x61, 0x69, 0x2e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61,
+	0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x4d, 0x0a, 0x10, 0x51, 0x75,
-	0x63, 0x65, 0x4e, 0x61, 0x6d, 0x65, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x47,
+	0x65, 0x72, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4c, 0x69, 0x62, 0x72, 0x61, 0x72, 0x79, 0x12, 0x1b,
-	0x0a, 0x0e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65, 0x54, 0x79, 0x70, 0x65,
+	0x2e, 0x61, 0x69, 0x2e, 0x51, 0x75, 0x65, 0x72, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4c, 0x69, 0x62,
-	0x12, 0x19, 0x2e, 0x61, 0x69, 0x2e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65,
+	0x72, 0x61, 0x72, 0x79, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1c, 0x2e, 0x61, 0x69,
-	0x54, 0x79, 0x70, 0x65, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1a, 0x2e, 0x61, 0x69,
+	0x2e, 0x51, 0x75, 0x65, 0x72, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4c, 0x69, 0x62, 0x72, 0x61, 0x72,
-	0x2e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65, 0x54, 0x79, 0x70, 0x65, 0x52,
+	0x79, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x47, 0x0a, 0x0e, 0x4d, 0x6f, 0x64,
-	0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x42, 0x06, 0x5a, 0x04, 0x2e, 0x2f, 0x70, 0x62, 0x62,
+	0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4e, 0x61, 0x6d, 0x65, 0x12, 0x19, 0x2e, 0x61, 0x69,
-	0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
+	0x2e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4e, 0x61, 0x6d, 0x65, 0x52,
+	0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1a, 0x2e, 0x61, 0x69, 0x2e, 0x4d, 0x6f, 0x64, 0x69,
+	0x66, 0x79, 0x46, 0x61, 0x63, 0x65, 0x4e, 0x61, 0x6d, 0x65, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e,
+	0x73, 0x65, 0x12, 0x47, 0x0a, 0x0e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65,
+	0x54, 0x79, 0x70, 0x65, 0x12, 0x19, 0x2e, 0x61, 0x69, 0x2e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79,
+	0x46, 0x61, 0x63, 0x65, 0x54, 0x79, 0x70, 0x65, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a,
+	0x1a, 0x2e, 0x61, 0x69, 0x2e, 0x4d, 0x6f, 0x64, 0x69, 0x66, 0x79, 0x46, 0x61, 0x63, 0x65, 0x54,
+	0x79, 0x70, 0x65, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x41, 0x0a, 0x0c, 0x49,
+	0x6d, 0x61, 0x67, 0x65, 0x43, 0x6c, 0x61, 0x72, 0x69, 0x74, 0x79, 0x12, 0x17, 0x2e, 0x61, 0x69,
+	0x2e, 0x49, 0x6d, 0x61, 0x67, 0x65, 0x43, 0x6c, 0x61, 0x72, 0x69, 0x74, 0x79, 0x52, 0x65, 0x71,
+	0x75, 0x65, 0x73, 0x74, 0x1a, 0x18, 0x2e, 0x61, 0x69, 0x2e, 0x49, 0x6d, 0x61, 0x67, 0x65, 0x43,
+	0x6c, 0x61, 0x72, 0x69, 0x74, 0x79, 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 (
@@ -808,7 +919,7 @@ func file_aisvc_proto_rawDescGZIP() []byte {
 	return file_aisvc_proto_rawDescData
 }
 
-var file_aisvc_proto_msgTypes = make([]protoimpl.MessageInfo, 13)
+var file_aisvc_proto_msgTypes = make([]protoimpl.MessageInfo, 15)
 var file_aisvc_proto_goTypes = []any{
 	(*FaceRecognitionRequest)(nil),      // 0: ai.FaceRecognitionRequest
 	(*FaceRecognitionResponse)(nil),     // 1: ai.FaceRecognitionResponse
@@ -823,6 +934,8 @@ var file_aisvc_proto_goTypes = []any{
 	(*ModifyFaceNameResponse)(nil),      // 10: ai.ModifyFaceNameResponse
 	(*ModifyFaceTypeRequest)(nil),       // 11: ai.ModifyFaceTypeRequest
 	(*ModifyFaceTypeResponse)(nil),      // 12: ai.ModifyFaceTypeResponse
+	(*ImageClarityRequest)(nil),         // 13: ai.ImageClarityRequest
+	(*ImageClarityResponse)(nil),        // 14: ai.ImageClarityResponse
 }
 var file_aisvc_proto_depIdxs = []int32{
 	7,  // 0: ai.QueryFaceLibraryResponse.faces:type_name -> ai.FaceLibrary
@@ -832,14 +945,16 @@ var file_aisvc_proto_depIdxs = []int32{
 	6,  // 4: ai.AiService.QueryFaceLibrary:input_type -> ai.QueryFaceLibraryRequest
 	9,  // 5: ai.AiService.ModifyFaceName:input_type -> ai.ModifyFaceNameRequest
 	11, // 6: ai.AiService.ModifyFaceType:input_type -> ai.ModifyFaceTypeRequest
-	1,  // 7: ai.AiService.FaceRecognition:output_type -> ai.FaceRecognitionResponse
+	13, // 7: ai.AiService.ImageClarity:input_type -> ai.ImageClarityRequest
-	3,  // 8: ai.AiService.TfClassification:output_type -> ai.TfClassificationResponse
+	1,  // 8: ai.AiService.FaceRecognition:output_type -> ai.FaceRecognitionResponse
-	5,  // 9: ai.AiService.CaffeClassification:output_type -> ai.CaffeClassificationResponse
+	3,  // 9: ai.AiService.TfClassification:output_type -> ai.TfClassificationResponse
-	8,  // 10: ai.AiService.QueryFaceLibrary:output_type -> ai.QueryFaceLibraryResponse
+	5,  // 10: ai.AiService.CaffeClassification:output_type -> ai.CaffeClassificationResponse
-	10, // 11: ai.AiService.ModifyFaceName:output_type -> ai.ModifyFaceNameResponse
+	8,  // 11: ai.AiService.QueryFaceLibrary:output_type -> ai.QueryFaceLibraryResponse
-	12, // 12: ai.AiService.ModifyFaceType:output_type -> ai.ModifyFaceTypeResponse
+	10, // 12: ai.AiService.ModifyFaceName:output_type -> ai.ModifyFaceNameResponse
-	7,  // [7:13] is the sub-list for method output_type
+	12, // 13: ai.AiService.ModifyFaceType:output_type -> ai.ModifyFaceTypeResponse
-	1,  // [1:7] is the sub-list for method input_type
+	14, // 14: ai.AiService.ImageClarity:output_type -> ai.ImageClarityResponse
+	8,  // [8:15] is the sub-list for method output_type
+	1,  // [1:8] is the sub-list for method input_type
 	1,  // [1:1] is the sub-list for extension type_name
 	1,  // [1:1] is the sub-list for extension extendee
 	0,  // [0:1] is the sub-list for field type_name
@@ -856,7 +971,7 @@ func file_aisvc_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_aisvc_proto_rawDesc,
 			NumEnums:      0,
-			NumMessages:   13,
+			NumMessages:   15,
 			NumExtensions: 0,
 			NumServices:   1,
 		},

app/aisvc/rpc/pb/aisvc_grpc.pb.go

@@ -25,6 +25,7 @@ const (
 	AiService_QueryFaceLibrary_FullMethodName    = "/ai.AiService/QueryFaceLibrary"
 	AiService_ModifyFaceName_FullMethodName      = "/ai.AiService/ModifyFaceName"
 	AiService_ModifyFaceType_FullMethodName      = "/ai.AiService/ModifyFaceType"
+	AiService_ImageClarity_FullMethodName        = "/ai.AiService/ImageClarity"
 )
 
 // AiServiceClient is the client API for AiService service.
@@ -43,6 +44,8 @@ type AiServiceClient interface {
 	ModifyFaceName(ctx context.Context, in *ModifyFaceNameRequest, opts ...grpc.CallOption) (*ModifyFaceNameResponse, error)
 	// ModifyFaceType
 	ModifyFaceType(ctx context.Context, in *ModifyFaceTypeRequest, opts ...grpc.CallOption) (*ModifyFaceTypeResponse, error)
+	// FuzzySearch
+	ImageClarity(ctx context.Context, in *ImageClarityRequest, opts ...grpc.CallOption) (*ImageClarityResponse, error)
 }
 
 type aiServiceClient struct {
@@ -113,6 +116,16 @@ func (c *aiServiceClient) ModifyFaceType(ctx context.Context, in *ModifyFaceType
 	return out, nil
 }
 
+func (c *aiServiceClient) ImageClarity(ctx context.Context, in *ImageClarityRequest, opts ...grpc.CallOption) (*ImageClarityResponse, error) {
+	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
+	out := new(ImageClarityResponse)
+	err := c.cc.Invoke(ctx, AiService_ImageClarity_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.
@@ -129,6 +142,8 @@ type AiServiceServer interface {
 	ModifyFaceName(context.Context, *ModifyFaceNameRequest) (*ModifyFaceNameResponse, error)
 	// ModifyFaceType
 	ModifyFaceType(context.Context, *ModifyFaceTypeRequest) (*ModifyFaceTypeResponse, error)
+	// FuzzySearch
+	ImageClarity(context.Context, *ImageClarityRequest) (*ImageClarityResponse, error)
 	mustEmbedUnimplementedAiServiceServer()
 }
 
@@ -157,6 +172,9 @@ func (UnimplementedAiServiceServer) ModifyFaceName(context.Context, *ModifyFaceN
 func (UnimplementedAiServiceServer) ModifyFaceType(context.Context, *ModifyFaceTypeRequest) (*ModifyFaceTypeResponse, error) {
 	return nil, status.Errorf(codes.Unimplemented, "method ModifyFaceType not implemented")
 }
+func (UnimplementedAiServiceServer) ImageClarity(context.Context, *ImageClarityRequest) (*ImageClarityResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method ImageClarity not implemented")
+}
 func (UnimplementedAiServiceServer) mustEmbedUnimplementedAiServiceServer() {}
 func (UnimplementedAiServiceServer) testEmbeddedByValue()                   {}
 
@@ -286,6 +304,24 @@ func _AiService_ModifyFaceType_Handler(srv interface{}, ctx context.Context, dec
 	return interceptor(ctx, in, info, handler)
 }
 
+func _AiService_ImageClarity_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(ImageClarityRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(AiServiceServer).ImageClarity(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: AiService_ImageClarity_FullMethodName,
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(AiServiceServer).ImageClarity(ctx, req.(*ImageClarityRequest))
+	}
+	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)
@@ -317,6 +353,10 @@ var AiService_ServiceDesc = grpc.ServiceDesc{
 			MethodName: "ModifyFaceType",
 			Handler:    _AiService_ModifyFaceType_Handler,
 		},
+		{
+			MethodName: "ImageClarity",
+			Handler:    _AiService_ImageClarity_Handler,
+		},
 	},
 	Streams:  []grpc.StreamDesc{},
 	Metadata: "aisvc.proto",

app/auth/api/auth.api

@@ -434,7 +434,7 @@ service auth {
 // 文件上传配置请求参数
 type (
 	StorageConfigRequest {
-		Type      string `json:"type"`
+		Provider  string `json:"provider"`
 		AccessKey string `json:"access_key"`
 		SecretKey string `json:"secret_key"`
 		Endpoint  string `json:"endpoint"`
@@ -664,11 +664,10 @@ type (
 	}
 	// 搜索图片请求参数
 	SearchImageRequest {
-		Type       string `json:"type"`
+		Type     string `json:"type"`
-		Keyword    string `json:"keyword"`
+		Keyword  string `json:"keyword"`
-		Provider   string `json:"provider"`
+		Provider string `json:"provider"`
-		Bucket     string `json:"bucket"`
+		Bucket   string `json:"bucket"`
-		InputImage string `json:"input_image,omitempty"`
 	}
 	// 搜索图片相应参数
 	SearchImageResponse {
@@ -689,6 +688,23 @@ type (
 		Provider string  `json:"provider"`
 		Bucket   string  `json:"bucket"`
 	}
+	StorageConfigMeta {
+		ID        int64  `json:"id"`
+		Provider  string `json:"provider"`
+		Endpoint  string `json:"endpoint"`
+		Bucket    string `json:"bucket"`
+		Region    string `json:"region"`
+		Capacity  int64  `json:"capacity"`
+		CreatedAt string `json:"created_at"`
+	}
+	StorageConfigListResponse {
+		Records []StorageConfigMeta `json:"records"`
+	}
+	DeleteStorageConfigRequest {
+		ID       int64  `json:"id"`
+		Provider string `json:"provider"`
+		Bucket   string `json:"bucket"`
+	}
 )
 
 // 文件上传
@@ -710,7 +726,7 @@ service auth {
 
 	// 设置存储配置
 	@handler setStorageConfig
-	post /config (StorageConfigRequest) returns (string)
+	post /config/add (StorageConfigRequest) returns (string)
 
 	// 获取人脸样本库列表
 	@handler getFaceSampleLibraryList
@@ -811,6 +827,14 @@ service auth {
 	// 添加图片到相册
 	@handler addImageToAlbum
 	post /album/add/image (AddImageToAlbumRequest) returns (string)
+
+	//列举用户所有存储商
+	@handler listUserStorage
+	post /user/storage/list returns (StorageConfigListResponse)
+
+	// 删除存储配置
+	@handler deleteStorageConfig
+	post /config/delete (DeleteStorageConfigRequest) returns (string)
 }
 
 type (

app/auth/api/internal/handler/routes.go

@@ -309,9 +309,14 @@ func RegisterHandlers(server *rest.Server, serverCtx *svc.ServiceContext) {
 				},
 				{
 					Method:  http.MethodPost,
-					Path:    "/config",
+					Path:    "/config/add",
 					Handler: storage.SetStorageConfigHandler(serverCtx),
 				},
+				{
+					Method:  http.MethodPost,
+					Path:    "/config/delete",
+					Handler: storage.DeleteStorageConfigHandler(serverCtx),
+				},
 				{
 					Method:  http.MethodPost,
 					Path:    "/delete/record",
@@ -392,6 +397,11 @@ func RegisterHandlers(server *rest.Server, serverCtx *svc.ServiceContext) {
 					Path:    "/user/config/list",
 					Handler: storage.GetUserStorageListHandler(serverCtx),
 				},
+				{
+					Method:  http.MethodPost,
+					Path:    "/user/storage/list",
+					Handler: storage.ListUserStorageHandler(serverCtx),
+				},
 			}...,
 		),
 		rest.WithJwt(serverCtx.Config.Auth.AccessSecret),

app/auth/api/internal/handler/storage/delete_storage_config_handler.go

@@ -0,0 +1,29 @@
+package storage
+
+import (
+	"net/http"
+
+	"github.com/zeromicro/go-zero/rest/httpx"
+	"schisandra-album-cloud-microservices/app/auth/api/internal/logic/storage"
+	"schisandra-album-cloud-microservices/app/auth/api/internal/svc"
+	"schisandra-album-cloud-microservices/app/auth/api/internal/types"
+	"schisandra-album-cloud-microservices/common/xhttp"
+)
+
+func DeleteStorageConfigHandler(svcCtx *svc.ServiceContext) http.HandlerFunc {
+	return func(w http.ResponseWriter, r *http.Request) {
+		var req types.DeleteStorageConfigRequest
+		if err := httpx.Parse(r, &req); err != nil {
+			xhttp.JsonBaseResponseCtx(r.Context(), w, err)
+			return
+		}
+
+		l := storage.NewDeleteStorageConfigLogic(r.Context(), svcCtx)
+		resp, err := l.DeleteStorageConfig(&req)
+		if err != nil {
+			xhttp.JsonBaseResponseCtx(r.Context(), w, err)
+		} else {
+			xhttp.JsonBaseResponseCtx(r.Context(), w, resp)
+		}
+	}
+}

app/auth/api/internal/handler/storage/list_user_storage_handler.go

@@ -0,0 +1,21 @@
+package storage
+
+import (
+	"net/http"
+
+	"schisandra-album-cloud-microservices/app/auth/api/internal/logic/storage"
+	"schisandra-album-cloud-microservices/app/auth/api/internal/svc"
+	"schisandra-album-cloud-microservices/common/xhttp"
+)
+
+func ListUserStorageHandler(svcCtx *svc.ServiceContext) http.HandlerFunc {
+	return func(w http.ResponseWriter, r *http.Request) {
+		l := storage.NewListUserStorageLogic(r.Context(), svcCtx)
+		resp, err := l.ListUserStorage()
+		if err != nil {
+			xhttp.JsonBaseResponseCtx(r.Context(), w, err)
+		} else {
+			xhttp.JsonBaseResponseCtx(r.Context(), w, resp)
+		}
+	}
+}

app/auth/api/internal/logic/storage/delete_storage_config_logic.go

@@ -0,0 +1,48 @@
+package storage
+
+import (
+	"context"
+	"errors"
+	"schisandra-album-cloud-microservices/common/constant"
+
+	"schisandra-album-cloud-microservices/app/auth/api/internal/svc"
+	"schisandra-album-cloud-microservices/app/auth/api/internal/types"
+
+	"github.com/zeromicro/go-zero/core/logx"
+)
+
+type DeleteStorageConfigLogic struct {
+	logx.Logger
+	ctx    context.Context
+	svcCtx *svc.ServiceContext
+}
+
+func NewDeleteStorageConfigLogic(ctx context.Context, svcCtx *svc.ServiceContext) *DeleteStorageConfigLogic {
+	return &DeleteStorageConfigLogic{
+		Logger: logx.WithContext(ctx),
+		ctx:    ctx,
+		svcCtx: svcCtx,
+	}
+}
+
+func (l *DeleteStorageConfigLogic) DeleteStorageConfig(req *types.DeleteStorageConfigRequest) (resp string, err error) {
+	uid, ok := l.ctx.Value("user_id").(string)
+	if !ok {
+		return "", errors.New("user_id not found")
+	}
+	storageConfig := l.svcCtx.DB.ScaStorageConfig
+	info, err := storageConfig.Where(storageConfig.ID.Eq(req.ID), storageConfig.UserID.Eq(uid),
+		storageConfig.Provider.Eq(req.Provider), storageConfig.Bucket.Eq(req.Bucket)).Delete()
+	if err != nil {
+		return "", err
+	}
+	if info.RowsAffected == 0 {
+		return "", errors.New("storage config not found")
+	}
+	cacheOssConfigKey := constant.UserOssConfigPrefix + uid + ":" + req.Provider
+	err = l.svcCtx.RedisClient.Del(l.ctx, cacheOssConfigKey).Err()
+	if err != nil {
+		return "", err
+	}
+	return "success", nil
+}

app/auth/api/internal/logic/storage/list_user_storage_logic.go

@@ -0,0 +1,63 @@
+package storage
+
+import (
+	"context"
+	"errors"
+
+	"schisandra-album-cloud-microservices/app/auth/api/internal/svc"
+	"schisandra-album-cloud-microservices/app/auth/api/internal/types"
+
+	"github.com/zeromicro/go-zero/core/logx"
+)
+
+type ListUserStorageLogic struct {
+	logx.Logger
+	ctx    context.Context
+	svcCtx *svc.ServiceContext
+}
+
+func NewListUserStorageLogic(ctx context.Context, svcCtx *svc.ServiceContext) *ListUserStorageLogic {
+	return &ListUserStorageLogic{
+		Logger: logx.WithContext(ctx),
+		ctx:    ctx,
+		svcCtx: svcCtx,
+	}
+}
+
+func (l *ListUserStorageLogic) ListUserStorage() (resp *types.StorageConfigListResponse, err error) {
+	uid, ok := l.ctx.Value("user_id").(string)
+	if !ok {
+		return nil, errors.New("user_id not found")
+	}
+	storageConfig := l.svcCtx.DB.ScaStorageConfig
+
+	storageConfigList, err := storageConfig.Select(
+		storageConfig.ID,
+		storageConfig.Provider,
+		storageConfig.Bucket,
+		storageConfig.Capacity,
+		storageConfig.CreatedAt,
+		storageConfig.Region,
+		storageConfig.Endpoint).
+		Where(storageConfig.UserID.Eq(uid)).
+		Order(storageConfig.CreatedAt.Desc()).
+		Find()
+	if err != nil {
+		return nil, err
+	}
+	var result []types.StorageConfigMeta
+	for _, info := range storageConfigList {
+		result = append(result, types.StorageConfigMeta{
+			ID:        info.ID,
+			Provider:  info.Provider,
+			Endpoint:  info.Endpoint,
+			Bucket:    info.Bucket,
+			Capacity:  info.Capacity,
+			Region:    info.Region,
+			CreatedAt: info.CreatedAt.Format("2006-01-02"),
+		})
+	}
+	return &types.StorageConfigListResponse{
+		Records: result,
+	}, nil
+}

app/auth/api/internal/logic/storage/search_image_logic.go

@@ -70,7 +70,7 @@ func (l *SearchImageLogic) SearchImage(req *types.SearchImageRequest) (resp *typ
 		// 标签和分类匹配
 		addThingQuery(baseQuery, req.Keyword)
 	case "picture":
-		// 图片属性匹配（示例：文件类型）
+		// 图片属性匹配
 		addPictureQuery(baseQuery, req.Keyword)
 	case "location":
 		addLocationQuery(baseQuery, req.Keyword)
@@ -213,8 +213,8 @@ func addTimeRangeQuery(query map[string]interface{}, start, end int64) {
 	timeQuery := map[string]interface{}{
 		"range": map[string]interface{}{
 			"created_at": map[string]interface{}{ // 改为使用 created_at 字段
-				"gte": start * 1000, // 转换为毫秒（根据格式决定）
+				"gte": start,
-				"lte": end * 1000,
+				"lte": end,
 			},
 		},
 	}
@@ -243,12 +243,12 @@ func addPictureQuery(query map[string]interface{}, keyword string) {
 			"should": []map[string]interface{}{
 				{
 					"wildcard": map[string]interface{}{
-						"file_name": "*" + strings.ToLower(keyword) + "*",
+						"tag_name": "*" + strings.ToLower(keyword) + "*",
 					},
 				},
 				{
 					"term": map[string]interface{}{
-						"file_type": strings.ToLower(keyword),
+						"top_category": strings.ToLower(keyword),
 					},
 				},
 			},
@@ -264,13 +264,13 @@ func addPictureQuery(query map[string]interface{}, keyword string) {
 
 // 添加人脸ID查询
 func addFaceIDQuery(query map[string]interface{}, faceID int64) {
-	must := query["query"].(map[string]interface{})["bool"].(map[string]interface{})["must"]
+	must := query["query"].(map[string]interface{})["bool"].(map[string]interface{})["must"].([]map[string]interface{})
 	idQuery := map[string]interface{}{
 		"term": map[string]interface{}{
 			"face_id": faceID,
 		},
 	}
-	query["query"].(map[string]interface{})["bool"].(map[string]interface{})["must"] = append(must.([]map[string]interface{}), idQuery)
+	query["query"].(map[string]interface{})["bool"].(map[string]interface{})["must"] = append(must, idQuery)
 }
 
 func addLocationQuery(query map[string]interface{}, keyword string) {

app/auth/api/internal/logic/storage/set_storage_config_logic.go

@@ -40,7 +40,7 @@ func (l *SetStorageConfigLogic) SetStorageConfig(req *types.StorageConfigRequest
 	}
 	ossConfig := &model.ScaStorageConfig{
 		UserID:    uid,
-		Provider:  req.Type,
+		Provider:  req.Provider,
 		Endpoint:  req.Endpoint,
 		Bucket:    req.Bucket,
 		AccessKey: accessKey,

app/auth/api/internal/types/types.go

@@ -182,6 +182,12 @@ type DeleteShareRecordRequest struct {
 	AlbumID    int64  `json:"album_id"`
 }
 
+type DeleteStorageConfigRequest struct {
+	ID       int64  `json:"id"`
+	Provider string `json:"provider"`
+	Bucket   string `json:"bucket"`
+}
+
 type DownloadAlbumRequest struct {
 	ID       int64  `json:"id"`
 	Provider string `json:"provider"`
@@ -384,11 +390,10 @@ type SearchAlbumResponse struct {
 }
 
 type SearchImageRequest struct {
-	Type       string `json:"type"`
+	Type     string `json:"type"`
-	Keyword    string `json:"keyword"`
+	Keyword  string `json:"keyword"`
-	Provider   string `json:"provider"`
+	Provider string `json:"provider"`
-	Bucket     string `json:"bucket"`
+	Bucket   string `json:"bucket"`
-	InputImage string `json:"input_image,omitempty"`
 }
 
 type SearchImageResponse struct {
@@ -495,8 +500,22 @@ type SmsSendRequest struct {
 	Key   string `json:"key"`
 }
 
+type StorageConfigListResponse struct {
+	Records []StorageConfigMeta `json:"records"`
+}
+
+type StorageConfigMeta struct {
+	ID        int64  `json:"id"`
+	Provider  string `json:"provider"`
+	Endpoint  string `json:"endpoint"`
+	Bucket    string `json:"bucket"`
+	Region    string `json:"region"`
+	Capacity  int64  `json:"capacity"`
+	CreatedAt string `json:"created_at"`
+}
+
 type StorageConfigRequest struct {
-	Type      string `json:"type"`
+	Provider  string `json:"provider"`
 	AccessKey string `json:"access_key"`
 	SecretKey string `json:"secret_key"`
 	Endpoint  string `json:"endpoint"`

common/clarity/clarity.go

@@ -0,0 +1,260 @@
+package clarity
+
+import (
+	"bytes"
+	"context"
+	"image"
+	_ "image/jpeg"
+	_ "image/png"
+	"math"
+	"runtime"
+	"sync"
+
+	"golang.org/x/sync/errgroup"
+	"golang.org/x/sync/semaphore"
+)
+
+// Detector 图片模糊检测器
+type Detector struct {
+	baseThreshold     float64    // 基准阈值
+	sampleScale       int        // 采样比例基数
+	edgeBoost         float64    // 边缘增强系数
+	noiseFloor        float64    // 噪声基底
+	channelWeights    [3]float64 // RGB通道权重
+	adaptiveSampling  bool       // 启用自适应采样
+	regionWeights     []float64  // 区域权重矩阵
+	concurrencyLimit  int64      // 最大并发数
+	weightedSemaphore *semaphore.Weighted
+	pool              sync.Pool // 内存池
+}
+
+type Option func(*Detector)
+
+// NewDetector 创建检测器实例
+func NewDetector(opts ...Option) *Detector {
+	d := &Detector{
+		baseThreshold:    85.0,
+		sampleScale:      2,
+		edgeBoost:        1.0,
+		noiseFloor:       5.0,
+		channelWeights:   [3]float64{0.299, 0.587, 0.114},
+		adaptiveSampling: true,
+		concurrencyLimit: int64(runtime.NumCPU() * 2),
+	}
+
+	d.pool.New = func() interface{} {
+		return &scanContext{
+			sum:   0,
+			sumSq: 0,
+		}
+	}
+
+	d.weightedSemaphore = semaphore.NewWeighted(d.concurrencyLimit)
+
+	for _, opt := range opts {
+		opt(d)
+	}
+	return d
+}
+
+// 配置选项 ---------------------------------------------------
+
+func WithBaseThreshold(t float64) Option {
+	return func(d *Detector) {
+		d.baseThreshold = t
+	}
+}
+
+func WithSampleScale(n int) Option {
+	return func(d *Detector) {
+		d.sampleScale = 1 << uint(maxInt(0, n))
+	}
+}
+
+func WithEdgeBoost(factor float64) Option {
+	return func(d *Detector) {
+		d.edgeBoost = clamp(factor, 0.5, 2.0)
+	}
+}
+
+func WithNoiseFloor(floor float64) Option {
+	return func(d *Detector) {
+		d.noiseFloor = math.Max(0, floor)
+	}
+}
+
+func WithConcurrency(n int) Option {
+	return func(d *Detector) {
+		d.concurrencyLimit = int64(maxInt(1, n))
+		d.weightedSemaphore = semaphore.NewWeighted(d.concurrencyLimit)
+	}
+}
+
+// Detect 执行模糊检测
+func (d *Detector) Detect(imgData []byte) (isBlurred bool, confidence float64, err error) {
+	img, _, err := image.Decode(bytes.NewReader(imgData))
+	if err != nil {
+		return true, 0.0, err
+	}
+
+	bounds := img.Bounds()
+	width, height := bounds.Dx(), bounds.Dy()
+
+	if width < 32 || height < 32 {
+		return true, 0.0, nil
+	}
+
+	ctx := d.pool.Get().(*scanContext)
+	defer d.pool.Put(ctx)
+	ctx.reset()
+
+	step := d.calculateStep(width, height)
+
+	g, groupCtx := errgroup.WithContext(context.Background())
+	processingCtx, cancel := context.WithCancel(groupCtx)
+	defer cancel()
+
+	for y := bounds.Min.Y; y < bounds.Max.Y; y += step {
+		for x := bounds.Min.X; x < bounds.Max.X; x += step {
+			x, y := x, y // 捕获循环变量
+
+			if err := d.weightedSemaphore.Acquire(processingCtx, 1); err != nil {
+				break
+			}
+
+			g.Go(func() error {
+				defer d.weightedSemaphore.Release(1)
+
+				select {
+				case <-processingCtx.Done():
+					return nil
+				default:
+				}
+
+				if x <= 0 || y <= 0 || x >= bounds.Max.X-1 || y >= bounds.Max.Y-1 {
+					return nil
+				}
+
+				gray := d.calculateGray(img, x, y)
+				val := d.calculateLaplacian(img, x, y, gray)
+				weight := d.getRegionWeight(x, y, bounds)
+
+				ctx.mu.Lock()
+				ctx.sum += val * weight
+				ctx.sumSq += (val * weight) * (val * weight)
+				ctx.mu.Unlock()
+
+				return nil
+			})
+		}
+	}
+
+	if err := g.Wait(); err != nil {
+		return true, 0.0, err
+	}
+
+	n := float64(((width / step) * (height / step)) - 4)
+	if n <= 0 {
+		return true, 0.0, nil
+	}
+
+	mean := ctx.sum / n
+	variance := (ctx.sumSq/n - mean*mean) * 1e6
+
+	dynamicThreshold := d.calculateDynamicThreshold(width, height)
+	confidence = math.Max(0, math.Min(1, (variance-d.noiseFloor)/(dynamicThreshold-d.noiseFloor)))
+
+	return variance < dynamicThreshold, confidence, nil
+}
+
+// 私有方法 ---------------------------------------------------
+
+func (d *Detector) calculateStep(width, height int) int {
+	if !d.adaptiveSampling {
+		return d.sampleScale
+	}
+
+	area := width * height
+	switch {
+	case area > 4000*3000:
+		return d.sampleScale * 4
+	case area > 2000*1500:
+		return d.sampleScale * 2
+	default:
+		return d.sampleScale
+	}
+}
+
+func (d *Detector) calculateGray(img image.Image, x, y int) float64 {
+	r, g, b, _ := img.At(x, y).RGBA()
+	return d.channelWeights[0]*float64(r>>8) +
+		d.channelWeights[1]*float64(g>>8) +
+		d.channelWeights[2]*float64(b>>8)
+}
+
+func (d *Detector) calculateLaplacian(img image.Image, x, y int, center float64) float64 {
+	getGray := func(x, y int) float64 {
+		r, g, b, _ := img.At(x, y).RGBA()
+		return d.channelWeights[0]*float64(r>>8) +
+			d.channelWeights[1]*float64(g>>8) +
+			d.channelWeights[2]*float64(b>>8)
+	}
+
+	return math.Abs(4*center-
+		getGray(x-1, y)-
+		getGray(x+1, y)-
+		getGray(x, y-1)-
+		getGray(x, y+1)) * d.edgeBoost
+}
+
+func (d *Detector) calculateDynamicThreshold(width, height int) float64 {
+	areaRatio := float64(width*height) / 250000.0
+	return d.baseThreshold*math.Pow(areaRatio, 0.65) + d.noiseFloor
+}
+
+func (d *Detector) getRegionWeight(x, y int, bounds image.Rectangle) float64 {
+	if len(d.regionWeights) == 0 {
+		return 1.0
+	}
+
+	size := int(math.Sqrt(float64(len(d.regionWeights))))
+	if size == 0 {
+		return 1.0
+	}
+
+	nx := float64(x-bounds.Min.X) / float64(bounds.Dx())
+	ny := float64(y-bounds.Min.Y) / float64(bounds.Dy())
+
+	ix := int(nx * float64(size))
+	iy := int(ny * float64(size))
+	idx := iy*size + ix
+
+	if idx >= 0 && idx < len(d.regionWeights) {
+		return d.regionWeights[idx]
+	}
+	return 1.0
+}
+
+// 辅助函数 ---------------------------------------------------
+
+type scanContext struct {
+	sum   float64
+	sumSq float64
+	mu    sync.Mutex
+}
+
+func (c *scanContext) reset() {
+	c.sum = 0
+	c.sumSq = 0
+}
+
+func maxInt(a, b int) int {
+	if a > b {
+		return a
+	}
+	return b
+}
+
+func clamp(value, min, max float64) float64 {
+	return math.Max(min, math.Min(max, value))
+}

common/clarity/clarity_opencv.go

@@ -0,0 +1,62 @@
+package clarity
+
+import (
+	"gocv.io/x/gocv"
+	"image"
+)
+
+// 清晰度检测
+func Clarity(img image.Image) (bool, error) {
+	mat, err := gocv.ImageToMatRGB(img)
+	if err != nil || mat.Empty() {
+		if mat.Empty() == false {
+			mat.Close()
+		}
+		return false, err
+	}
+	matClone := mat.Clone()
+	// 如果图片是多通道 就进去转换
+	if mat.Channels() != 1 {
+		// 将图像转换为灰度显示
+		gocv.CvtColor(mat, &matClone, gocv.ColorRGBToGray)
+	}
+	mat.Close()
+
+	destCanny := gocv.NewMat()
+
+	destCannyC := gocv.NewMat()
+
+	destCannyD := gocv.NewMat()
+	// 边缘检测
+	gocv.Canny(matClone, &destCanny, 200, 200)
+	// 求矩阵的均值与标准差
+	gocv.MeanStdDev(destCanny, &destCannyC, &destCannyD)
+	destCanny.Close()
+	destCannyC.Close()
+	if destCannyD.GetDoubleAt(0, 0) == 0 {
+		destCannyD.Close()
+		matClone.Close()
+		return false, nil
+	}
+	destCannyD.Close()
+
+	destC := gocv.NewMat()
+	destD := gocv.NewMat()
+	destA := gocv.NewMat()
+	// Laplace算子
+	gocv.Laplacian(matClone, &destA, gocv.MatTypeCV64F, 3, 1, 0, gocv.BorderDefault)
+	gocv.MeanStdDev(destA, &destC, &destD)
+	destC.Close()
+	destA.Close()
+	destMean := gocv.NewMat()
+	gocv.Laplacian(matClone, &destMean, gocv.MatTypeCV16U, 3, 1, 0, gocv.BorderDefault)
+	mean := destMean.Mean()
+	destMean.Close()
+	matClone.Close()
+	if mean.Val1 > 5 || destD.GetDoubleAt(0, 0) > 20 {
+		destD.Close()
+		return true, nil
+	}
+	destD.Close()
+	return false, nil
+}

common/clarity/clarity_test.go

@@ -0,0 +1,27 @@
+package clarity
+
+import (
+	"bytes"
+	"image"
+	"os"
+	"testing"
+)
+
+func TestClarity(t *testing.T) {
+
+	//detector := NewDetector(
+	//	WithConcurrency(8), WithBaseThreshold(90), WithEdgeBoost(1.2), WithSampleScale(1))
+	//imgData, _ := os.ReadFile("4.png")
+	//blurred, confidence, err := detector.Detect(imgData)
+	//if err != nil {
+	//	t.Error(err)
+	//}
+	//t.Log(blurred, confidence)
+	imgData, _ := os.ReadFile("2.png")
+	img, _, err := image.Decode(bytes.NewReader(imgData))
+	clarity, err := Clarity(img)
+	if err != nil {
+		t.Error(err)
+	}
+	t.Log(clarity)
+}