Hugging Face's logo

Ekliipce
/
wearit-garment-mask

Image Segmentation
Transformers
PyTorch
English
garment-mask-generation
image-inpainting
fashion
garment-mask
densepose
human-parsing
Model card Files
xet
 Community
wearit-garment-mask
File size: 3,874 Bytes
436df5c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
113
114
115
116
117
118
119
120
121
122
123

DENSE_INDEX_MAP = {
    "background": [0],
    "torso": [1, 2],
    "right hand": [3],
    "left hand": [4],
    "right foot": [5],
    "left foot": [6],
    "right thigh": [7, 9],
    "left thigh": [8, 10],
    "right leg": [11, 13],
    "left leg": [12, 14],
    "left big arm": [15, 17],
    "right big arm": [16, 18],
    "left forearm": [19, 21],
    "right forearm": [20, 22],
    "face": [23, 24],
    "thighs": [7, 8, 9, 10],
    "legs": [11, 12, 13, 14],
    "hands": [3, 4],
    "feet": [5, 6],
    "big arms": [15, 16, 17, 18],
    "forearms": [19, 20, 21, 22],
}

ATR_MAPPING = {
    'Background': 0, 'Hat': 1, 'Hair': 2, 'Sunglasses': 3, 
    'Upper-clothes': 4, 'Skirt': 5, 'Pants': 6, 'Dress': 7,
    'Belt': 8, 'Left-shoe': 9, 'Right-shoe': 10, 'Face': 11, 
    'Left-leg': 12, 'Right-leg': 13, 'Left-arm': 14, 'Right-arm': 15,
    'Bag': 16, 'Scarf': 17
}

LIP_MAPPING = {
    'Background': 0, 'Hat': 1, 'Hair': 2, 'Glove': 3, 
    'Sunglasses': 4, 'Upper-clothes': 5, 'Dress': 6, 'Coat': 7,
    'Socks': 8, 'Pants': 9, 'Jumpsuits': 10, 'Scarf': 11, 
    'Skirt': 12, 'Face': 13, 'Left-arm': 14, 'Right-arm': 15,
    'Left-leg': 16, 'Right-leg': 17, 'Left-shoe': 18, 'Right-shoe': 19
}

PROTECT_BODY_PARTS = {
    'upper': ['Left-leg', 'Right-leg'],
    'lower': ['Right-arm', 'Left-arm', 'Face'],
    'overall': [],
    'inner': ['Left-leg', 'Right-leg'],
    'outer': ['Left-leg', 'Right-leg'],
}
PROTECT_CLOTH_PARTS = {
    'upper': {
        'ATR': ['Skirt', 'Pants'],
        'LIP': ['Skirt', 'Pants']
    },
    'lower': {
        'ATR': ['Upper-clothes'],
        'LIP': ['Upper-clothes', 'Coat']
    },
    'overall': {
        'ATR': [],
        'LIP': []
    },
    'inner': {
        'ATR': ['Dress', 'Coat', 'Skirt', 'Pants'],
        'LIP': ['Dress', 'Coat', 'Skirt', 'Pants', 'Jumpsuits']
    },
    'outer': {
        'ATR': ['Dress', 'Pants', 'Skirt'],
        'LIP': ['Upper-clothes', 'Dress', 'Pants', 'Skirt', 'Jumpsuits']
    }
}

MASK_CLOTH_PARTS = {
    'upper': ['Upper-clothes', 'Coat', 'Dress', 'Jumpsuits'],
    'lower': ['Pants', 'Skirt', 'Dress', 'Jumpsuits'],
    'overall': ['Upper-clothes', 'Dress', 'Pants', 'Skirt', 'Coat', 'Jumpsuits'],
    'inner': ['Upper-clothes'],
    'outer': ['Coat',]
}

MASK_DENSE_PARTS = {
    'upper': ['torso', 'big arms', 'forearms'],
    'lower': ['thighs', 'legs'],
    'overall': ['torso', 'thighs', 'legs', 'big arms', 'forearms'],
    'inner': ['torso'],
    'outer': ['torso', 'big arms', 'forearms']
}
    
schp_public_protect_parts = ['Hat', 'Hair', 'Sunglasses', 'Left-shoe', 'Right-shoe', 'Bag', 'Glove', 'Scarf']

schp_protect_parts = {
    'upper': ['Left-leg', 'Right-leg', 'Skirt', 'Pants', 'Jumpsuits'],  
    'lower': ['Left-arm', 'Right-arm', 'Upper-clothes', 'Coat'],
    'overall': [],
    'inner': ['Left-leg', 'Right-leg', 'Skirt', 'Pants', 'Jumpsuits', 'Coat'],
    'outer': ['Left-leg', 'Right-leg', 'Skirt', 'Pants', 'Jumpsuits', 'Upper-clothes']
}

schp_mask_parts = {
    'upper': ['Upper-clothes', 'Dress', 'Coat', 'Jumpsuits'],
    'lower': ['Pants', 'Skirt', 'Dress', 'Jumpsuits', 'socks'],
    'overall': ['Upper-clothes', 'Dress', 'Pants', 'Skirt', 'Coat', 'Jumpsuits', 'socks'],
    'inner': ['Upper-clothes'],
    'outer': ['Coat',]
}

dense_mask_parts = {
    'upper': ['torso', 'big arms', 'forearms'],
    'lower': ['thighs', 'legs'],
    'overall': ['torso', 'thighs', 'legs', 'big arms', 'forearms'],
    'inner': ['torso'],
    'outer': ['torso', 'big arms', 'forearms']
}

# Patch compatibilité : 'dress' = 'overall' dans tous les mappings principaux
for _mapping_name in [
    'MASK_CLOTH_PARTS',
    'MASK_DENSE_PARTS',
    'PROTECT_BODY_PARTS',
    'PROTECT_CLOTH_PARTS',
]:
    _mapping = globals().get(_mapping_name)
    if _mapping is not None and 'overall' in _mapping and 'dress' not in _mapping:
        _mapping['dress'] = _mapping['overall']