131 lines
2.8 KiB
Go
131 lines
2.8 KiB
Go
package face
|
|
|
|
import (
|
|
"os"
|
|
"path/filepath"
|
|
"testing"
|
|
|
|
"github.com/photoprism/photoprism/pkg/fastwalk"
|
|
"github.com/stretchr/testify/assert"
|
|
)
|
|
|
|
func TestDetect(t *testing.T) {
|
|
expected := map[string]int{
|
|
"1.jpg": 1,
|
|
"2.jpg": 1,
|
|
"3.jpg": 1,
|
|
"4.jpg": 1,
|
|
"5.jpg": 1,
|
|
"6.jpg": 1,
|
|
"7.jpg": 0,
|
|
"8.jpg": 0,
|
|
"9.jpg": 0,
|
|
"10.jpg": 0,
|
|
"11.jpg": 0,
|
|
"12.jpg": 1,
|
|
"13.jpg": 0,
|
|
"14.jpg": 0,
|
|
"15.jpg": 0,
|
|
"16.jpg": 1,
|
|
"17.jpg": 1,
|
|
"18.jpg": 2,
|
|
"19.jpg": 0,
|
|
}
|
|
|
|
if err := fastwalk.Walk("testdata", func(fileName string, info os.FileMode) error {
|
|
if info.IsDir() || filepath.Base(filepath.Dir(fileName)) != "testdata" {
|
|
return nil
|
|
}
|
|
|
|
t.Run(fileName, func(t *testing.T) {
|
|
baseName := filepath.Base(fileName)
|
|
|
|
faces, err := Detect(fileName, true, 20)
|
|
|
|
if err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
t.Logf("found %d faces in '%s'", len(faces), baseName)
|
|
|
|
if len(faces) > 0 {
|
|
// t.Logf("results: %#v", faces)
|
|
|
|
for i, f := range faces {
|
|
t.Logf("marker[%d]: %#v %#v", i, f.CropArea(), f.Area)
|
|
t.Logf("landmarks[%d]: %s", i, f.RelativeLandmarksJSON())
|
|
}
|
|
}
|
|
|
|
if i, ok := expected[baseName]; ok {
|
|
assert.Equal(t, i, faces.Count())
|
|
|
|
if faces.Count() == 0 {
|
|
assert.Equal(t, 100, faces.Uncertainty())
|
|
} else {
|
|
assert.Truef(t, faces.Uncertainty() >= 0 && faces.Uncertainty() <= 50, "uncertainty should be between 0 and 50")
|
|
}
|
|
t.Logf("uncertainty: %d", faces.Uncertainty())
|
|
} else {
|
|
t.Logf("unknown test result for %s", baseName)
|
|
}
|
|
})
|
|
|
|
return nil
|
|
}); err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
}
|
|
|
|
func TestDetectOverlap(t *testing.T) {
|
|
expected := map[string]int{
|
|
"1.jpg": 2,
|
|
"2.jpg": 2,
|
|
"3.jpg": 2,
|
|
"4.jpg": 1,
|
|
}
|
|
|
|
if err := fastwalk.Walk("testdata/overlap", func(fileName string, info os.FileMode) error {
|
|
if info.IsDir() || filepath.Base(filepath.Dir(fileName)) != "overlap" {
|
|
return nil
|
|
}
|
|
|
|
t.Run(fileName, func(t *testing.T) {
|
|
baseName := filepath.Base(fileName)
|
|
|
|
faces, err := Detect(fileName, true, 20)
|
|
|
|
if err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
t.Logf("found %d faces in '%s'", len(faces), baseName)
|
|
|
|
if len(faces) > 0 {
|
|
// t.Logf("results: %#v", faces)
|
|
|
|
for i, f := range faces {
|
|
t.Logf("marker[%d]: %#v %#v", i, f.CropArea(), f.Area)
|
|
t.Logf("landmarks[%d]: %s", i, f.RelativeLandmarksJSON())
|
|
}
|
|
}
|
|
|
|
if i, ok := expected[baseName]; ok {
|
|
assert.Equal(t, i, faces.Count())
|
|
|
|
if faces.Count() == 0 {
|
|
assert.Equal(t, 100, faces.Uncertainty())
|
|
} else {
|
|
assert.Truef(t, faces.Uncertainty() >= 0 && faces.Uncertainty() <= 50, "uncertainty should be between 0 and 50")
|
|
}
|
|
t.Logf("uncertainty: %d", faces.Uncertainty())
|
|
} else {
|
|
t.Logf("unknown test result for %s", baseName)
|
|
}
|
|
})
|
|
|
|
return nil
|
|
}); err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
}
|