push

go.mod

@@ -0,0 +1,41 @@
+module hris_go
+
+go 1.17
+
+require (
+	github.com/Kagami/go-face v0.0.0-20210630145111-0c14797b4d0e
+	github.com/disintegration/imaging v1.6.2
+	github.com/esimov/pigo v1.4.6
+	github.com/gin-gonic/gin v1.8.1
+	github.com/joho/godotenv v1.4.0
+	github.com/unixpickle/ffmpego v0.1.4
+)
+
+require (
+	github.com/AlexEidt/Vidio v1.4.2 // indirect
+	github.com/davidbyttow/govips/v2 v2.11.0 // indirect
+	github.com/fogleman/gg v1.3.0 // indirect
+	github.com/gin-contrib/sse v0.1.0 // indirect
+	github.com/go-playground/locales v0.14.0 // indirect
+	github.com/go-playground/universal-translator v0.18.0 // indirect
+	github.com/go-playground/validator/v10 v10.11.1 // indirect
+	github.com/goccy/go-json v0.9.11 // indirect
+	github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0 // indirect
+	github.com/golang/protobuf v1.5.2 // indirect
+	github.com/json-iterator/go v1.1.12 // indirect
+	github.com/leodido/go-urn v1.2.1 // indirect
+	github.com/mattn/go-isatty v0.0.16 // indirect
+	github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
+	github.com/modern-go/reflect2 v1.0.2 // indirect
+	github.com/nfnt/resize v0.0.0-20180221191011-83c6a9932646 // indirect
+	github.com/pelletier/go-toml/v2 v2.0.5 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/ugorji/go/codec v1.2.7 // indirect
+	golang.org/x/crypto v0.0.0-20221005025214-4161e89ecf1b // indirect
+	golang.org/x/image v0.0.0-20220902085622-e7cb96979f69 // indirect
+	golang.org/x/net v0.0.0-20221004154528-8021a29435af // indirect
+	golang.org/x/sys v0.0.0-20220928140112-f11e5e49a4ec // indirect
+	golang.org/x/text v0.3.7 // indirect
+	google.golang.org/protobuf v1.28.1 // indirect
+	gopkg.in/yaml.v2 v2.4.0 // indirect
+)

go.sum

@@ -0,0 +1,177 @@
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+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=
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index.go

@@ -0,0 +1,151 @@
+package main
+
+import (
+	"image/color"
+	"io"
+	"log"
+	"os"
+	"time"
+
+	pigo "github.com/esimov/pigo/core"
+	"github.com/fogleman/gg"
+	"github.com/unixpickle/ffmpego"
+)
+
+var f *os.File
+var dc *gg.Context
+
+func videoFileFacetest(withOutput bool) {
+	cascadeFile, err := os.ReadFile("./cascade/facefinder")
+	if err != nil {
+		log.Fatalf("Error reading the cascade file: %v", err)
+	}
+
+	vr, _ := ffmpego.NewVideoReaderResampled("face2.mp4", 30)
+
+	e := os.Remove("cropped.mp4")
+	if os.IsNotExist(e) {
+		// handle the case where the file doesn't exist
+	}
+	vf, _ := ffmpego.NewVideoWriter("cropped.mp4", vr.VideoInfo().Width, vr.VideoInfo().Height, 1)
+
+	var vw *ffmpego.VideoWriter
+	if withOutput {
+		e := os.Remove("output.mp4")
+		if os.IsNotExist(e) {
+			// handle the case where the file doesn't exist
+		}
+		vw, _ = ffmpego.NewVideoWriter("output.mp4", vr.VideoInfo().Width, vr.VideoInfo().Height, 30)
+	}
+	i := 0
+	start := time.Now()
+	for {
+		i++
+		frame, err := vr.ReadFrame()
+		if err == io.EOF {
+			break
+		}
+
+		pixels := pigo.RgbToGrayscale(frame)
+
+		cols, rows := frame.Bounds().Max.X, frame.Bounds().Max.Y
+
+		cParams := pigo.CascadeParams{
+			MinSize:     rows / 18,
+			MaxSize:     rows,
+			ShiftFactor: 0.1,
+			ScaleFactor: 1.5,
+
+			ImageParams: pigo.ImageParams{
+				Pixels: pixels,
+				Rows:   rows,
+				Cols:   cols,
+				Dim:    cols,
+			},
+		}
+		pigoFunc := pigo.NewPigo()
+		classifier, err := pigoFunc.Unpack(cascadeFile)
+		if err != nil {
+			log.Fatalf("Error reading the cascade file: %s", err)
+		}
+		angle := 0.0 // cascade rotation angle. 0.0 is 0 radians and 1.0 is 2*pi radians
+
+		// Run the classifier over the obtained leaf nodes and return the detection results.
+		// The result contains quadruplets representing the row, column, scale and detection score.
+		dets := classifier.RunCascade(cParams, angle)
+		// // Calculate the intersection over union (IoU) of two clusters.
+
+		// print(len(dets))
+		// print("_")
+		// println(len(dets2))
+
+		var qTresh float32
+		qTresh = 6.5
+		var qTresh2 float32
+		qTresh2 = 10.0
+		goodQ := []pigo.Detection{}
+		for i := range dets {
+			if dets[i].Q > qTresh {
+				goodQ = append(goodQ, dets[i])
+			}
+		}
+		if len(goodQ) > 0 {
+			dets2 := classifier.ClusterDetections(goodQ, 0.1)
+			if len(dets2) > 0 {
+				foundFace := false
+				if withOutput {
+					dc = gg.NewContext(cols, rows)
+					dc.DrawImage(frame, 0, 0)
+				}
+				for i := 0; i < len(dets2); i++ {
+					if dets2[i].Q > qTresh2 {
+						println("we got a winner here")
+						foundFace = true
+						//do somethng here
+						//send cropped face to server
+						// rgba := frame.(*image.RGBA)
+
+						// cropped := rgba.SubImage(image.Rect(dets2[i].Col-dets2[i].Scale/2, dets2[i].Row-dets2[i].Scale/2, dets2[i].Scale, dets2[i].Scale))
+						// file, _ := os.Create(fmt.Sprintf(" %d.jpg", i))
+						// png.Encode(file, cropped)
+						// cropped := imaging.Crop(frame, image.Rect(dets2[i].Col-dets2[i].Scale/2, dets2[i].Row-dets2[i].Scale/2, dets2[i].Scale, dets2[i].Scale))
+						// dc = gg.NewContext(cropped.Rect.Dx(), cropped.Rect.Dy())
+						// dc.DrawImage(cropped, 0, 0)
+						// vf.WriteFrame(dc.Image())
+						dc.SetMask(dc.AsMask())
+						if withOutput {
+							dc.DrawRectangle(
+								float64(dets2[i].Col-dets2[i].Scale/2),
+								float64(dets2[i].Row-dets2[i].Scale/2),
+								float64(dets2[i].Scale),
+								float64(dets2[i].Scale),
+							)
+							dc.SetLineWidth(float64(rows / 43))
+							dc.SetStrokeStyle(gg.NewSolidPattern(color.RGBA{R: 255, G: 0, B: 0, A: 255}))
+							dc.Stroke()
+							dc.InvertMask()
+						}
+					}
+				}
+				if withOutput && foundFace {
+					vw.WriteFrame(dc.Image())
+				}
+			}
+		}
+		log.Printf("Loop took %s", time.Since(start))
+	}
+	elapsed := time.Since(start)
+	log.Printf("Loop took %s", elapsed)
+	vr.Close()
+	vf.Close()
+
+	if withOutput {
+		vw.Close()
+	}
+
+	return
+}
+
+func main() {
+	videoFileFacetest(true)
+}