package steering import ( "encoding/json" "fmt" "go.uber.org/zap" "gocv.io/x/gocv" "image" "image/color" "os" "reflect" "testing" ) type ObjectsList struct { BBoxes []BBox `json:"bboxes"` } type BBox struct { Left float32 `json:"left"` Top float32 `json:"top"` Bottom float32 `json:"bottom"` Right float32 `json:"right"` Confidence float32 `json:"confidence"` } var ( dataBBoxes map[string][]image.Rectangle dataImages map[string]*gocv.Mat ) func init() { // TODO: empty img without bbox dataNames := []string{"01", "02", "03", "04"} dataBBoxes = make(map[string][]image.Rectangle, len(dataNames)) dataImages = make(map[string]*gocv.Mat, len(dataNames)) for _, dataName := range dataNames { img, bb, err := load_data(dataName) if err != nil { zap.S().Panicf("unable to load data test: %v", err) } dataBBoxes[dataName] = bboxesToRectangles(bb, img.Cols(), img.Rows()) dataImages[dataName] = img } } func bboxesToRectangles(bboxes []BBox, imgWidth, imgHeiht int) []image.Rectangle { rects := make([]image.Rectangle, 0, len(bboxes)) for _, bb := range bboxes { rects = append(rects, bb.toRect(imgWidth, imgHeiht)) } return rects } func (bb *BBox) toRect(imgWidth, imgHeight int) image.Rectangle { return image.Rect( int(bb.Left*float32(imgWidth)), int(bb.Top*float32(imgHeight)), int(bb.Right*float32(imgWidth)), int(bb.Bottom*float32(imgHeight)), ) } func load_data(dataName string) (*gocv.Mat, []BBox, error) { contentBBoxes, err := os.ReadFile(fmt.Sprintf("test_data/bboxes-%s.json", dataName)) if err != nil { return nil, []BBox{}, fmt.Errorf("unable to load json file for bbox of '%v': %w", dataName, err) } var obj ObjectsList err = json.Unmarshal(contentBBoxes, &obj) if err != nil { return nil, []BBox{}, fmt.Errorf("unable to unmarsh json file for bbox of '%v': %w", dataName, err) } imgContent, err := os.ReadFile(fmt.Sprintf("test_data/img-%s.jpg", dataName)) if err != nil { return nil, []BBox{}, fmt.Errorf("unable to load jpg file of '%v': %w", dataName, err) } img, err := gocv.IMDecode(imgContent, gocv.IMReadUnchanged) if err != nil { return nil, []BBox{}, fmt.Errorf("unable to load jpg of '%v': %w", dataName, err) } return &img, obj.BBoxes, nil } func drawImage(img *gocv.Mat, bboxes []BBox) { for _, bb := range bboxes { gocv.Rectangle(img, bb.toRect(img.Cols(), img.Rows()), color.RGBA{R: 0, G: 255, B: 0, A: 0}, 2) gocv.PutText( img, fmt.Sprintf("%.2f", bb.Confidence), image.Point{ X: int(bb.Left*float32(img.Cols()) + 10.), Y: int(bb.Top*float32(img.Rows()) + 10.), }, gocv.FontHersheyTriplex, 0.4, color.RGBA{R: 0, G: 0, B: 0, A: 0}, 1) } } func drawRectangles(img *gocv.Mat, rects []image.Rectangle, c color.RGBA) { for _, r := range rects { gocv.Rectangle(img, r, c, 2) } } func saveImage(name string, img *gocv.Mat) error { err := os.MkdirAll("test_result", os.ModePerm) if err != nil { return fmt.Errorf("unable to create directory for test result: %w", err) } jpg, err := gocv.IMEncode(gocv.JPEGFileExt, *img) if err != nil { return fmt.Errorf("unable to encode jpg image: %w", err) } defer jpg.Close() err = os.WriteFile(fmt.Sprintf("test_result/%s.jpg", name), jpg.GetBytes(), os.ModePerm) if err != nil { return fmt.Errorf("unable to write jpeg file: %w", err) } return nil } func DisplayImageAndBBoxes(dataName string) error { img, bboxes, err := load_data(dataName) if err != nil { return fmt.Errorf("unable to load image and bboxes: %w", err) } drawImage(img, bboxes) err = saveImage(dataName, img) if err != nil { return fmt.Errorf("unable to save image: %w", err) } return nil } func TestDisplayBBox(t *testing.T) { type args struct { dataName string } tests := []struct { name string args args }{ { name: "default", args: args{dataName: "01"}, }, { name: "02", args: args{dataName: "02"}, }, { name: "03", args: args{dataName: "03"}, }, { name: "04", args: args{dataName: "04"}, }, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { err := DisplayImageAndBBoxes(tt.args.dataName) if err != nil { t.Errorf("unable to draw image: %v", err) } }) } } func TestGroupBBoxes(t *testing.T) { type args struct { dataName string } tests := []struct { name string args args want []image.Rectangle }{ { name: "groupbbox-01", args: args{ dataName: "01", }, want: []image.Rectangle{{Min: image.Point{X: 42, Y: 20}, Max: image.Point{X: 84, Y: 57}}}, }, { name: "groupbbox-02", args: args{ dataName: "02", }, want: []image.Rectangle{{Min: image.Point{X: 25, Y: 13}, Max: image.Point{X: 110, Y: 80}}}, }, { name: "groupbbox-03", args: args{ dataName: "03", }, want: []image.Rectangle{{Min: image.Point{X: 0, Y: 17}, Max: image.Point{X: 35, Y: 77}}}, }, { name: "groupbbox-04", args: args{ dataName: "04", }, want: []image.Rectangle{{Min: image.Point{X: 129, Y: 10}, Max: image.Point{X: 159, Y: 64}}}, }, } for _, tt := range tests { t.Run(tt.name, func(t *testing.T) { got := GroupBBoxes(dataBBoxes[tt.args.dataName]) img := gocv.NewMat() defer img.Close() dataImages[tt.args.dataName].CopyTo(&img) drawRectangles(&img, got, color.RGBA{R: 0, G: 0, B: 255, A: 0}) saveImage(tt.name, &img) if !reflect.DeepEqual(got, tt.want) { t.Errorf("GroupBBoxes() = %v, want %v", got, tt.want) } }) } }