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