166 lines
4.1 KiB
Go
166 lines
4.1 KiB
Go
package callback
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import (
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"bytes"
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"encoding/json"
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"errors"
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"fmt"
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"image"
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"image/color"
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_ "image/jpeg"
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_ "image/png"
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"io"
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"math/rand"
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"os"
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"path/filepath"
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"strings"
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"time"
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"lone-services/pkg/facepp"
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"lone-services/pkg/utils"
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"github.com/disintegration/imaging"
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)
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const defaultExpandRatio = 0.15
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func expandImageToTemp(srcPath string, ratio float64) (string, error) {
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if ratio <= 0 {
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ratio = defaultExpandRatio
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}
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img, err := imaging.Open(srcPath)
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if err != nil {
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return utils.StringEmpty, err
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}
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img = imaging.Rotate90(img)
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w := img.Bounds().Dx()
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h := img.Bounds().Dy()
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newW := int(float64(w) * (1 + ratio))
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newH := int(float64(h) * (1 + ratio))
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canvas := imaging.New(newW, newH, color.Black)
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out := imaging.PasteCenter(canvas, img)
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ext := strings.ToLower(filepath.Ext(srcPath))
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if ext == utils.StringEmpty {
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ext = ".jpg"
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}
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tmpFile, err := os.CreateTemp("", "expand-*"+ext)
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if err != nil {
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return utils.StringEmpty, err
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}
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tmpPath := tmpFile.Name()
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if err = tmpFile.Close(); err != nil {
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_ = os.Remove(tmpPath)
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return utils.StringEmpty, err
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}
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if err = imaging.Save(out, tmpPath); err != nil {
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_ = os.Remove(tmpPath)
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return utils.StringEmpty, err
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}
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return tmpPath, nil
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}
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func saveFaceppTrainImage(srcPath string) (string, error) {
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saveDir := utils.GetConfigString("facepp.train_image_path")
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if err := os.MkdirAll(saveDir, os.ModePerm); err != nil {
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return utils.StringEmpty, err
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}
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filename := fmt.Sprintf("%d_%d.jpg", time.Now().UnixMilli(), rand.Intn(1000000))
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dstPath := filepath.Join(saveDir, filename)
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if err := copyLocalFile(srcPath, dstPath); err != nil {
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return utils.StringEmpty, err
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}
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return dstPath, nil
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}
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func saveFaceppTrainAnnotations(trainPath string, result json.RawMessage) (string, string, error) {
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if trainPath == utils.StringEmpty {
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return utils.StringEmpty, utils.StringEmpty, errors.New("train image path is empty")
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}
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base := strings.TrimSuffix(filepath.Base(trainPath), filepath.Ext(trainPath))
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origPath, webPath, err := saveFaceppJSON(base, utils.StringEmpty, result)
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if err != nil {
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return utils.StringEmpty, utils.StringEmpty, err
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}
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labelDir := utils.GetConfigString("facepp.train_label_path")
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if labelDir == utils.StringEmpty {
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labelDir = "/data/facepp/train/labels"
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}
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if err = os.MkdirAll(labelDir, os.ModePerm); err != nil {
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return origPath, webPath, err
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}
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imgW, imgH, err := imageSize(trainPath)
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if err != nil {
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return origPath, webPath, err
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}
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yolo, err := facepp.ResultToYOLO(result, imgW, imgH)
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if err != nil {
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return origPath, webPath, err
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}
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if err = os.WriteFile(filepath.Join(labelDir, base+".txt"), []byte(yolo), 0644); err != nil {
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return origPath, webPath, err
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}
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return origPath, webPath, nil
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}
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func saveFaceppJSON(base, suffix string, raw json.RawMessage) (string, string, error) {
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if len(raw) == 0 || string(raw) == "null" {
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return utils.StringEmpty, utils.StringEmpty, nil
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}
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jsonDir := utils.GetConfigString("facepp.train_json_path")
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if jsonDir == utils.StringEmpty {
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jsonDir = "/data/facepp/train/json"
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}
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if err := os.MkdirAll(jsonDir, os.ModePerm); err != nil {
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return utils.StringEmpty, utils.StringEmpty, err
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}
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origPath := filepath.Join(jsonDir, base+suffix+".json")
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if err := writePrettyJSON(origPath, raw); err != nil {
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return utils.StringEmpty, utils.StringEmpty, err
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}
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return origPath, filepath.Base(origPath), nil
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}
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func writePrettyJSON(path string, raw json.RawMessage) error {
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if len(raw) == 0 || string(raw) == "null" {
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raw = json.RawMessage("{}")
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}
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var buf bytes.Buffer
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if err := json.Indent(&buf, raw, "", " "); err != nil {
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buf.Reset()
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buf.Write(raw)
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}
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return os.WriteFile(path, buf.Bytes(), 0644)
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}
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func imageSize(path string) (int, int, error) {
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f, err := os.Open(path)
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if err != nil {
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return 0, 0, err
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}
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defer f.Close()
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cfg, _, err := image.DecodeConfig(f)
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if err != nil {
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return 0, 0, err
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}
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return cfg.Width, cfg.Height, nil
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}
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func copyLocalFile(src, dst string) error {
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in, err := os.Open(src)
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if err != nil {
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return err
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}
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defer in.Close()
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out, err := os.Create(dst)
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if err != nil {
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return err
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}
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defer out.Close()
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_, err = io.Copy(out, in)
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return err
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}
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