add image clarity detection

This commit is contained in:
2025-03-05 17:43:59 +08:00
parent c0d0d784d6
commit d8d98eb31c
22 changed files with 850 additions and 64 deletions

View File

@@ -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);
}

View File

@@ -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...)
}

View File

@@ -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
}

View File

@@ -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)
}

View File

@@ -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)),
}
}

View File

@@ -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{
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}
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
3, // 8: ai.AiService.TfClassification:output_type -> ai.TfClassificationResponse
5, // 9: ai.AiService.CaffeClassification:output_type -> ai.CaffeClassificationResponse
8, // 10: ai.AiService.QueryFaceLibrary:output_type -> ai.QueryFaceLibraryResponse
10, // 11: ai.AiService.ModifyFaceName:output_type -> ai.ModifyFaceNameResponse
12, // 12: ai.AiService.ModifyFaceType:output_type -> ai.ModifyFaceTypeResponse
7, // [7:13] is the sub-list for method output_type
1, // [1:7] is the sub-list for method input_type
13, // 7: ai.AiService.ImageClarity:input_type -> ai.ImageClarityRequest
1, // 8: ai.AiService.FaceRecognition:output_type -> ai.FaceRecognitionResponse
3, // 9: ai.AiService.TfClassification:output_type -> ai.TfClassificationResponse
5, // 10: ai.AiService.CaffeClassification:output_type -> ai.CaffeClassificationResponse
8, // 11: ai.AiService.QueryFaceLibrary:output_type -> ai.QueryFaceLibraryResponse
10, // 12: ai.AiService.ModifyFaceName:output_type -> ai.ModifyFaceNameResponse
12, // 13: ai.AiService.ModifyFaceType:output_type -> ai.ModifyFaceTypeResponse
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,
},

View File

@@ -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",

View File

@@ -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"`
Keyword string `json:"keyword"`
Provider string `json:"provider"`
Bucket string `json:"bucket"`
InputImage string `json:"input_image,omitempty"`
Type string `json:"type"`
Keyword string `json:"keyword"`
Provider string `json:"provider"`
Bucket string `json:"bucket"`
}
// 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 (

View File

@@ -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),

View File

@@ -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)
}
}
}

View File

@@ -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)
}
}
}

View File

@@ -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
}

View File

@@ -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
}

View File

@@ -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)
"lte": end * 1000,
"gte": start,
"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) {

View File

@@ -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,

View File

@@ -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"`
Keyword string `json:"keyword"`
Provider string `json:"provider"`
Bucket string `json:"bucket"`
InputImage string `json:"input_image,omitempty"`
Type string `json:"type"`
Keyword string `json:"keyword"`
Provider string `json:"provider"`
Bucket string `json:"bucket"`
}
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"`

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View File

@@ -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))
}

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@@ -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
}

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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)
}