✨ add image clarity detection
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@@ -0,0 +1,36 @@
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package aiservicelogic
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import (
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"context"
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"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/svc"
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"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
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"github.com/zeromicro/go-zero/core/logx"
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)
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type ImageClarityLogic struct {
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ctx context.Context
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svcCtx *svc.ServiceContext
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logx.Logger
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}
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func NewImageClarityLogic(ctx context.Context, svcCtx *svc.ServiceContext) *ImageClarityLogic {
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return &ImageClarityLogic{
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ctx: ctx,
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svcCtx: svcCtx,
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Logger: logx.WithContext(ctx),
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}
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}
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// ImageClarity 图像清晰度检测
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func (l *ImageClarityLogic) ImageClarity(in *pb.ImageClarityRequest) (*pb.ImageClarityResponse, error) {
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blurred, confidence, err := l.svcCtx.Clarity.Detect(in.Image)
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if err != nil {
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return nil, err
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}
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return &pb.ImageClarityResponse{
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IsBlurred: blurred,
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Confidence: float32(confidence),
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}, nil
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}
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@@ -58,3 +58,9 @@ func (s *AiServiceServer) ModifyFaceType(ctx context.Context, in *pb.ModifyFaceT
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l := aiservicelogic.NewModifyFaceTypeLogic(ctx, s.svcCtx)
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return l.ModifyFaceType(in)
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}
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// FuzzySearch
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func (s *AiServiceServer) ImageClarity(ctx context.Context, in *pb.ImageClarityRequest) (*pb.ImageClarityResponse, error) {
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l := aiservicelogic.NewImageClarityLogic(ctx, s.svcCtx)
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return l.ImageClarity(in)
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}
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@@ -9,6 +9,7 @@ import (
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"schisandra-album-cloud-microservices/app/aisvc/model/mysql/query"
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"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/config"
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"schisandra-album-cloud-microservices/common/caffe_classifier"
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"schisandra-album-cloud-microservices/common/clarity"
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"schisandra-album-cloud-microservices/common/face_recognizer"
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"schisandra-album-cloud-microservices/common/miniox"
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"schisandra-album-cloud-microservices/common/redisx"
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@@ -25,6 +26,7 @@ type ServiceContext struct {
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CaffeNet *gocv.Net
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CaffeDesc []string
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MinioClient *minio.Client
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Clarity *clarity.Detector
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}
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func NewServiceContext(c config.Config) *ServiceContext {
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@@ -42,5 +44,6 @@ func NewServiceContext(c config.Config) *ServiceContext {
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CaffeNet: caffeClassifier,
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CaffeDesc: caffeDesc,
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MinioClient: miniox.NewMinio(c.Minio.Endpoint, c.Minio.AccessKeyID, c.Minio.SecretAccessKey, c.Minio.UseSSL),
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Clarity: clarity.NewDetector(clarity.WithConcurrency(8), clarity.WithBaseThreshold(90), clarity.WithEdgeBoost(1.2), clarity.WithSampleScale(1)),
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}
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}
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