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

@@ -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)),
}
}