Add idol tests

face_test.go

@@ -1,16 +1,150 @@
 package face
 
 import (
+	"encoding/base64"
+	"encoding/json"
+	"fmt"
+	"io/ioutil"
+	"os"
+	"path/filepath"
+	"strings"
 	"testing"
+	"unsafe"
 )
 
-func TestNumFaces(t *testing.T) {
-	rec, err := NewRecognizer("testdata")
+var (
+	rec *Recognizer
+
+	idolTests = map[string]string{
+		"elkie.jpg":      "Elkie, CLC",
+		"chaeyoung.jpg":  "Chaeyoung, Twice",
+		"chaeyoung2.jpg": "Chaeyoung, Twice",
+		"sejeong.jpg":    "Sejeong, Gugudan",
+		"jimin.jpg":      "Jimin, AOA",
+		"jimin2.jpg":     "Jimin, AOA",
+		"jimin4.jpg":     "Jimin, AOA",
+		"meiqi.jpg":      "Mei Qi, WJSN",
+		"chaeyeon.jpg":   "Chaeyeon, DIA",
+		"chaeyeon3.jpg":  "Chaeyeon, DIA",
+		"tzuyu2.jpg":     "Tzuyu, Twice",
+		"nayoung.jpg":    "Nayoung, PRISTIN",
+		"luda2.jpg":      "Luda, WJSN",
+		"joy.jpg":        "Joy, Red Velvet",
+	}
+)
+
+type Idol struct {
+	ID       string `json:"id"`
+	Name     string `json:"name"`
+	BandName string `json:"band_name"`
+}
+
+type IdolFace struct {
+	Descriptor string `json:"descriptor"`
+	IdolID     string `json:"idol_id"`
+}
+
+type IdolData struct {
+	Idols []Idol     `json:"idols"`
+	Faces []IdolFace `json:"faces"`
+	byID  map[string]*Idol
+}
+
+type TrainData struct {
+	samples []Descriptor
+	cats    []int32
+	labels  map[int]string
+}
+
+func getTPath(fname string) string {
+	return filepath.Join("testdata", fname)
+}
+
+func getIdolData() (idata *IdolData, err error) {
+	data, err := ioutil.ReadFile(getTPath("idols.json"))
+	if err != nil {
+		return
+	}
+	idata = &IdolData{}
+	err = json.Unmarshal(data, idata)
+	if err != nil {
+		return
+	}
+	idata.byID = make(map[string]*Idol)
+	for i, _ := range idata.Idols {
+		idol := &idata.Idols[i]
+		idata.byID[idol.ID] = idol
+	}
+	return
+}
+
+func str2descr(s string) Descriptor {
+	b, err := base64.StdEncoding.DecodeString(s)
+	if err != nil {
+		panic(err)
+	}
+	return *(*Descriptor)(unsafe.Pointer(&b[0]))
+}
+
+func getTrainData(idata *IdolData) (tdata *TrainData) {
+	var samples []Descriptor
+	var cats []int32
+	labels := make(map[int]string)
+
+	var catID int32
+	var prevIdolID string
+	catID = -1
+	for i, _ := range idata.Faces {
+		iface := &idata.Faces[i]
+		descriptor := str2descr(iface.Descriptor)
+		samples = append(samples, descriptor)
+		if iface.IdolID != prevIdolID {
+			catID++
+			labels[int(catID)] = iface.IdolID
+		}
+		cats = append(cats, catID)
+		prevIdolID = iface.IdolID
+	}
+
+	tdata = &TrainData{
+		samples: samples,
+		cats:    cats,
+		labels:  labels,
+	}
+	return
+}
+
+func recognizeFile(fpath string) (catID *int, err error) {
+	fd, err := os.Open(fpath)
+	if err != nil {
+		return
+	}
+	imgData, err := ioutil.ReadAll(fd)
+	if err != nil {
+		return
+	}
+	f, err := rec.RecognizeSingle(imgData)
+	if err != nil || f == nil {
+		return
+	}
+	id := rec.Classify(f.Descriptor)
+	if id < 0 {
+		return
+	}
+	catID = &id
+	return
+}
+
+func TestInit(t *testing.T) {
+	var err error
+	rec, err = NewRecognizer("testdata")
 	if err != nil {
 		t.Fatalf("Can't init face recognizer: %v", err)
 	}
-	defer rec.Close()
-	faces, err := rec.RecognizeFile("testdata/pristin.jpg")
+}
+
+func TestNumFaces(t *testing.T) {
+	faces, err := rec.RecognizeFile(getTPath("pristin.jpg"))
 	if err != nil {
 		t.Fatalf("Can't get faces: %v", err)
 	}
@@ -19,3 +153,38 @@ func TestNumFaces(t *testing.T) {
 		t.Fatalf("Wrong number of faces: %d", numFaces)
 	}
 }
+
+func TestIdols(t *testing.T) {
+	idata, err := getIdolData()
+	if err != nil {
+		t.Fatalf("Can't get idol data: %v", err)
+	}
+	tdata := getTrainData(idata)
+	rec.SetSamples(tdata.samples, tdata.cats)
+
+	for fname, expected := range idolTests {
+		t.Run(fname, func(t *testing.T) {
+			names := strings.Split(expected, ", ")
+			expectedIname := names[0]
+			expectedBname := names[1]
+
+			catID, err := recognizeFile(getTPath(fname))
+			if err != nil {
+				t.Fatal(err)
+			}
+			if catID == nil {
+				t.Errorf("%s: expected “%s” but not recognized", fname, expected)
+				return
+			}
+			idolID := tdata.labels[*catID]
+			idol := idata.byID[idolID]
+			actualIname := idol.Name
+			actualBname := idol.BandName
+
+			if expectedIname != actualIname || expectedBname != actualBname {
+				actual := fmt.Sprintf("%s, %s", actualIname, actualBname)
+				t.Errorf("%s: expected “%s” but got “%s”", fname, expected, actual)
+			}
+		})
+	}
+}