Hugging Face's logo

Xenova
/
face-parsing

Image Segmentation
Transformers.js
ONNX
segformer
Model card Files Community
face-parsing
File size: 1,833 Bytes 
ad19ebf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
 
{
  "_name_or_path": "jonathandinu/face-parsing",
  "architectures": [
    "SegformerForSemanticSegmentation"
  ],
  "attention_probs_dropout_prob": 0.0,
  "classifier_dropout_prob": 0.1,
  "decoder_hidden_size": 768,
  "depths": [
    3,
    6,
    40,
    3
  ],
  "downsampling_rates": [
    1,
    4,
    8,
    16
  ],
  "drop_path_rate": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_sizes": [
    64,
    128,
    320,
    512
  ],
  "id2label": {
    "0": "background",
    "1": "skin.png",
    "2": "nose.png",
    "3": "r_eye.png",
    "4": "l_eye.png",
    "5": "r_brow.png",
    "6": "l_brow.png",
    "7": "r_ear.png",
    "8": "l_ear.png",
    "9": "mouth.png",
    "10": "u_lip.png",
    "11": "l_lip.png",
    "12": "neck.png",
    "13": "hair.png",
    "14": "neck_l.png",
    "15": "cloth.png",
    "16": "eye_g.png",
    "17": "hat.png",
    "18": "ear_r.png"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "background": 0,
    "cloth.png": 15,
    "ear_r.png": 18,
    "eye_g.png": 16,
    "hair.png": 13,
    "hat.png": 17,
    "l_brow.png": 6,
    "l_ear.png": 8,
    "l_eye.png": 4,
    "l_lip.png": 11,
    "mouth.png": 9,
    "neck.png": 12,
    "neck_l.png": 14,
    "nose.png": 2,
    "r_brow.png": 5,
    "r_ear.png": 7,
    "r_eye.png": 3,
    "skin.png": 1,
    "u_lip.png": 10
  },
  "layer_norm_eps": 1e-06,
  "mlp_ratios": [
    4,
    4,
    4,
    4
  ],
  "model_type": "segformer",
  "num_attention_heads": [
    1,
    2,
    5,
    8
  ],
  "num_channels": 3,
  "num_encoder_blocks": 4,
  "patch_sizes": [
    7,
    3,
    3,
    3
  ],
  "reshape_last_stage": true,
  "semantic_loss_ignore_index": 255,
  "sr_ratios": [
    8,
    4,
    2,
    1
  ],
  "strides": [
    4,
    2,
    2,
    2
  ],
  "transformers_version": "4.37.0.dev0"
}