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| Category | Name | Count | Threshold |
|---|---|---|---|
| 0 | general | 9741 | 0.3 |
| 4 | character | 3720 | 0.85 |
pip install 'dghs-imgutils>=0.19.0' torch huggingface_hub timm pillow pandasget_pixai_tags to tag your image. For more details of this function, see documentation of imgutils.tagging.pixai.1from imgutils.tagging import get_pixai_tags
2
3general, character, ips, ips_mapping = get_pixai_tags(
4 'https://huggingface.co/deepghs/pixai-tagger-v0.9-onnx/resolve/main/sample.webp',
5 model_name='v0.9',
6 fmt=('general', 'character', 'ips', 'ips_mapping'),
7)
8
9print(general)
10# {'symbol-shaped_pupils': 0.9940369129180908,
11# 'ghost': 0.9908503890037537,
12# 'flower-shaped_pupils': 0.9783934354782104,
13# 'black_nails': 0.9721313118934631,
14# 'porkpie_hat': 0.964271068572998,
15# 'ghost_pose': 0.9570443630218506,
16# 'ring': 0.9521543979644775,
17# '1girl': 0.9491472244262695,
18# 'hat': 0.9321512579917908,
19# 'hat_flower': 0.9310178756713867,
20# 'flower': 0.9181427955627441,
21# 'plum_blossoms': 0.8758766651153564,
22# 'red_shirt': 0.8587117195129395,
23# 'jewelry': 0.8488669395446777,
24# 'chinese_clothes': 0.8235750198364258,
25# 'claw_pose': 0.8184436559677124,
26# 'long_sleeves': 0.8045806884765625,
27# 'twintails': 0.7922596335411072,
28# 'hat_tassel': 0.7861523628234863,
29# 'long_hair': 0.7857427597045898,
30# 'looking_at_viewer': 0.7703293561935425,
31# 'multiple_rings': 0.7530679106712341,
32# 'signature': 0.7448598146438599,
33# 'smile': 0.7411079406738281,
34# 'open_mouth': 0.7243687510490417,
35# 'red_flower': 0.6929515600204468,
36# 'solo': 0.6898764371871948,
37# 'hat_ornament': 0.6630162000656128,
38# 'red_eyes': 0.6534468531608582,
39# 'black_hat': 0.6130237579345703,
40# 'nail_polish': 0.600890576839447,
41# 'brown_coat': 0.5587427616119385,
42# 'coat': 0.5543128848075867,
43# 'upper_body': 0.5307736396789551,
44# 'thumb_ring': 0.5169675350189209,
45# 'brown_hair': 0.5059547424316406,
46# 'star_(symbol)': 0.48425528407096863,
47# 'star-shaped_pupils': 0.46570321917533875,
48# 'shirt': 0.44571059942245483,
49# 'hair_between_eyes': 0.4336400330066681,
50# ':d': 0.40481746196746826,
51# 'orange_eyes': 0.3937417268753052,
52# ':3': 0.38414278626441956,
53# 'tangzhuang': 0.37281090021133423,
54# 'blush': 0.36003637313842773,
55# 'sidelocks': 0.3363075256347656,
56# 'v-shaped_eyebrows': 0.3265596628189087,
57# 'blurry': 0.30306869745254517}
58
59print(character)
60# {'hu_tao_(genshin_impact)': 0.9999701380729675,
61# 'boo_tao_(genshin_impact)': 0.9996192455291748}
62
63print(ips)
64# ['genshin_impact']
65
66print(ips_mapping)
67# {'hu_tao_(genshin_impact)': ['genshin_impact'],
68# 'boo_tao_(genshin_impact)': ['genshin_impact']}
69