package nsfw import ( "os" "path/filepath" "strings" "testing" "github.com/stretchr/testify/assert" ) var modelPath, _ = filepath.Abs("../../assets/resources/nsfw") var detector = NewDetector(modelPath) func TestNSFW(t *testing.T) { detect := func(filename string) Labels { result, err := detector.LabelsFromFile(filename) if err != nil { t.Fatalf(err.Error()) } assert.NotNil(t, result) assert.IsType(t, Labels{}, result) return result } expected := map[string]Labels{ "beach_sand.jpg": {0, 0, 0.9, 0, 0}, "beach_wood.jpg": {0, 0, 0.36, 0.59, 0}, "cat_brown.jpg": {0, 0, 0.93, 0, 0}, "cat_yellow_grey.jpg": {0, 0, 0, 0, 0.01}, "clock_purple.jpg": {0.19, 0, 0.80, 0, 0}, "clowns_colorful.jpg": {0.06, 0.02, 0.89, 0.01, 0}, "dog.jpg": {0.86, 0, 0.12, 0, 0}, "hentai_1.jpg": {0.15, 0.84, 0, 0, 0}, "hentai_2.jpg": {0, 0.98, 0, 0, 0}, "hentai_3.jpg": {0, 0.99, 0, 0, 0}, "hentai_4.jpg": {0, 0.94, 0, 0.05, 0}, "hentai_5.jpg": {0, 0.85, 0, 0.07, 0}, "jellyfish_blue.jpg": {0.29, 0.09, 0.57, 0, 0}, "limes.jpg": {0, 0.21, 0.78, 0, 0}, "ocean_cyan.jpg": {0, 0, 0.95, 0.03, 0}, "peacock_blue.jpg": {0.05, 0.05, 0.49, 0.37, 0}, "porn_1.jpg": {0, 0, 0, 0.97, 0}, "porn_2.jpg": {0, 0, 0.12, 0.77, 0}, "porn_3.jpg": {0, 0, 0, 0.55, 0.41}, "porn_4.jpg": {0, 0, 0, 0.99, 0}, "porn_5.jpg": {0, 0, 0.11, 0.41, 0.43}, "porn_6.jpg": {0, 0.1, 0.04, 0.22, 0.60}, "porn_7.jpg": {0, 0.25, 0, 0.66, 0}, "porn_8.jpg": {0, 0.12, 0, 0.86, 0.01}, "porn_9.jpg": {0.95, 0.02, 0, 0.01, 0}, "porn_10.jpg": {0, 0.05, 0, 0.79, 0.13}, "porn_11.jpg": {0, 0, 0.09, 0.36, 0.53}, "sexy_1.jpg": {0.02, 0.49, 0.01, 0, 0.46}, "sharks_blue.jpg": {0.22, 0.007, 0.75, 0, 0}, "zebra_green_brown.jpg": {0.24, 0.01, 0.73, 0.004, 0.001}, } err := filepath.Walk("testdata", func(filename string, fileInfo os.FileInfo, err error) error { if err != nil { return nil } if fileInfo.IsDir() || strings.HasPrefix(filepath.Base(filename), ".") { return nil } t.Run(filename, func(t *testing.T) { l := detect(filename) basename := filepath.Base(filename) t.Logf("labels: %+v", l) if e, ok := expected[basename]; ok { t.Logf("expected: %+v", e) assert.GreaterOrEqual(t, l.Drawing, e.Drawing) assert.GreaterOrEqual(t, l.Hentai, e.Hentai) assert.GreaterOrEqual(t, l.Neutral, e.Neutral) assert.GreaterOrEqual(t, l.Porn, e.Porn) assert.GreaterOrEqual(t, l.Sexy, e.Sexy) } isSafe := !(strings.Contains(basename, "porn") || strings.Contains(basename, "hentai")) if isSafe { assert.True(t, l.IsSafe()) } }) return nil }) if err != nil { t.Log(err.Error()) } }