-
Notifications
You must be signed in to change notification settings - Fork 590
/
Copy pathmodels.py
82 lines (80 loc) · 4.45 KB
/
models.py
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
SAPIENS_LITE_MODELS_URL = {
"depth": {
"sapiens_0.3b": "https://huggingface.co/facebook/sapiens-depth-0.3b-torchscript/resolve/main/sapiens_0.3b_render_people_epoch_100_torchscript.pt2",
"sapiens_0.6b": "https://huggingface.co/facebook/sapiens-depth-0.6b-torchscript/resolve/main/sapiens_0.6b_render_people_epoch_70_torchscript.pt2",
"sapiens_1b": "https://huggingface.co/facebook/sapiens-depth-1b-torchscript/resolve/main/sapiens_1b_render_people_epoch_88_torchscript.pt2",
"sapiens_2b": "https://huggingface.co/facebook/sapiens-depth-2b-torchscript/resolve/main/sapiens_2b_render_people_epoch_25_torchscript.pt2"
},
"detector": {},
"normal": {
"sapiens_0.3b": "https://huggingface.co/facebook/sapiens-normal-0.3b-torchscript/resolve/main/sapiens_0.3b_normal_render_people_epoch_66_torchscript.pt2",
"sapiens_0.6b": "https://huggingface.co/facebook/sapiens-normal-0.6b-torchscript/resolve/main/sapiens_0.6b_normal_render_people_epoch_200_torchscript.pt2",
"sapiens_1b": "https://huggingface.co/facebook/sapiens-normal-1b-torchscript/resolve/main/sapiens_1b_normal_render_people_epoch_115_torchscript.pt2",
"sapiens_2b": "https://huggingface.co/facebook/sapiens-normal-2b-torchscript/resolve/main/sapiens_2b_normal_render_people_epoch_70_torchscript.pt2"
},
"pose": {
"sapiens_0.3b": "https://huggingface.co/facebook/sapiens-pose-0.3b-torchscript/resolve/main/sapiens_0.3b_goliath_best_goliath_AP_575_torchscript.pt2",
"sapiens_0.6b": "https://huggingface.co/facebook/sapiens-pose-0.6b-torchscript/resolve/main/sapiens_0.6b_goliath_best_goliath_AP_600_torchscript.pt2",
"sapiens_1b": "https://huggingface.co/facebook/sapiens-pose-1b-torchscript/resolve/main/sapiens_1b_goliath_best_goliath_AP_640_torchscript.pt2",
},
"seg": {
"sapiens_0.3b": "https://huggingface.co/facebook/sapiens-seg-0.3b-torchscript/resolve/main/sapiens_0.3b_goliath_best_goliath_mIoU_7673_epoch_194_torchscript.pt2",
"sapiens_0.6b": "https://huggingface.co/facebook/sapiens-seg-0.6b-torchscript/resolve/main/sapiens_0.6b_goliath_best_goliath_mIoU_7777_epoch_178_torchscript.pt2",
"sapiens_1b": "https://huggingface.co/facebook/sapiens-seg-1b-torchscript/resolve/main/sapiens_1b_goliath_best_goliath_mIoU_7994_epoch_151_torchscript.pt2",
}
}
SAPIENS_LITE_MODELS_PATH = {
"depth": {
"sapiens_0.3b": "checkpoints/depth/sapiens_0.3b_render_people_epoch_100_torchscript.pt2",
"sapiens_0.6b": "checkpoints/sapiens_0.6b_render_people_epoch_70_torchscript.pt2",
"sapiens_1b": "checkpoints/sapiens_1b_render_people_epoch_88_torchscript.pt2",
"sapiens_2b": "checkpoints/sapiens_2b_render_people_epoch_25_torchscript.pt2"
},
"detector": {},
"normal": {
"sapiens_0.3b": "checkpoints/normal/sapiens_0.3b_normal_render_people_epoch_66_torchscript.pt2",
"sapiens_0.6b": "checkpoints/normal/sapiens_0.6b_normal_render_people_epoch_200_torchscript.pt2",
"sapiens_1b": "checkpoints/normal/sapiens_1b_normal_render_people_epoch_115_torchscript.pt2",
"sapiens_2b": "checkpoints/normal/sapiens_2b_normal_render_people_epoch_70_torchscript.pt2"
},
"pose": {
"sapiens_0.3b": "checkpoints/pose/sapiens_0.3b_goliath_best_goliath_AP_575_torchscript.pt2",
"sapiens_0.6b": "checkpoints/pose/sapiens_0.6b_goliath_best_goliath_AP_600_torchscript.pt2",
"sapiens_1b": "checkpoints/pose/sapiens_1b_goliath_best_goliath_AP_640_torchscript.pt2",
},
"seg": {
"sapiens_0.3b": "checkpoints/seg/sapiens_0.3b_goliath_best_goliath_mIoU_7673_epoch_194_torchscript.pt2",
"sapiens_0.6b": "checkpoints/seg/sapiens_0.6b_goliath_best_goliath_mIoU_7777_epoch_178_torchscript.pt2",
"sapiens_1b": "checkpoints/seg/sapiens_1b_goliath_best_goliath_mIoU_7994_epoch_151_torchscript.pt2",
}
}
LABELS_TO_IDS = {
"Background": 0,
"Apparel": 1,
"Face Neck": 2,
"Hair": 3,
"Left Foot": 4,
"Left Hand": 5,
"Left Lower Arm": 6,
"Left Lower Leg": 7,
"Left Shoe": 8,
"Left Sock": 9,
"Left Upper Arm": 10,
"Left Upper Leg": 11,
"Lower Clothing": 12,
"Right Foot": 13,
"Right Hand": 14,
"Right Lower Arm": 15,
"Right Lower Leg": 16,
"Right Shoe": 17,
"Right Sock": 18,
"Right Upper Arm": 19,
"Right Upper Leg": 20,
"Torso": 21,
"Upper Clothing": 22,
"Lower Lip": 23,
"Upper Lip": 24,
"Lower Teeth": 25,
"Upper Teeth": 26,
"Tongue": 27,
}