Sapiens: Foundation for Human Vision Models
Paper
•
2408.12569
•
Published
•
92
Sapiens
Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens
-
-
facebook/sapiens
Updated • 7 • 235 -
54
Sapiens Pose
📊Detect and estimate poses in images
-
117
Sapiens Segmentation
🌍Segment body parts in images
-
81
Sapiens Depth
🦀Generate depth estimation map from images
-
89
Sapiens Normal
💻Generate normal maps from images
-
facebook/sapiens-pretrain-0.3b-torchscript
Image Feature Extraction • Updated • 43 • 1 -
facebook/sapiens-pretrain-0.6b-torchscript
Image Feature Extraction • Updated • 16 -
facebook/sapiens-pretrain-1b-torchscript
Image Feature Extraction • Updated • 31
facebook/sapiens-pretrain-2b-torchscript
Image Feature Extraction • Updated • 28 • 4Note ^Sapiens pretrained checkpoints ported to torchscript.
-
facebook/sapiens-pose-0.3b-torchscript
Keypoint Detection • Updated • 63 • 1 -
facebook/sapiens-pose-0.6b-torchscript
Keypoint Detection • Updated • 27 -
facebook/sapiens-pose-1b-torchscript
Keypoint Detection • Updated • 1.43k • 7
facebook/sapiens-pose-bbox-detector
Keypoint Detection • Updated • 119 • 3Note ^Sapiens pose checkpoints ported to torchscript.
-
facebook/sapiens-seg-0.3b-torchscript
Image Segmentation • Updated • 52 -
facebook/sapiens-seg-0.6b-torchscript
Image Segmentation • Updated • 25 -
facebook/sapiens-seg-1b-torchscript
Image Segmentation • Updated • 885 • 1
facebook/sapiens-seg-foreground-1b-torchscript
Image Segmentation • Updated • 41 • 1Note ^Sapiens seg and foreground-seg checkpoints ported to torchscript.
-
facebook/sapiens-depth-0.3b-torchscript
Depth Estimation • Updated • 70 -
facebook/sapiens-depth-0.6b-torchscript
Depth Estimation • Updated • 32 -
facebook/sapiens-depth-1b-torchscript
Depth Estimation • Updated • 160
facebook/sapiens-depth-2b-torchscript
Depth Estimation • Updated • 70Note ^Sapiens depth checkpoints ported to torchscript.
-
facebook/sapiens-normal-0.3b-torchscript
Updated • 37 -
facebook/sapiens-normal-0.6b-torchscript
Updated • 22 -
facebook/sapiens-normal-1b-torchscript
Updated • 155
facebook/sapiens-normal-2b-torchscript
Updated • 56Note ^Sapiens normal checkpoints ported to torchscript.
-
facebook/sapiens-pretrain-0.3b
Image Feature Extraction • Updated • 39 • 1 -
facebook/sapiens-pretrain-0.6b
Image Feature Extraction • Updated • 14 -
facebook/sapiens-pretrain-1b
Image Feature Extraction • Updated • 40 • 1
facebook/sapiens-pretrain-2b
Image Feature Extraction • Updated • 33 • 2Note ^Sapiens pretrained checkpoints.
-
facebook/sapiens-pose-0.3b
Keypoint Detection • Updated • 43 • 1 -
facebook/sapiens-pose-0.6b
Keypoint Detection • Updated • 17 • 2
facebook/sapiens-pose-1b
Keypoint Detection • Updated • 81 • 4Note ^Sapiens pose checkpoints.
-
facebook/sapiens-seg-0.3b
Image Segmentation • Updated • 49 • 2 -
facebook/sapiens-seg-0.6b
Image Segmentation • Updated • 15
facebook/sapiens-seg-1b
Image Segmentation • Updated • 154 • 4Note ^Sapiens seg checkpoints.
-
facebook/sapiens-depth-0.3b
Depth Estimation • Updated • 24 -
facebook/sapiens-depth-0.6b
Depth Estimation • Updated • 11 • 1 -
facebook/sapiens-depth-1b
Depth Estimation • Updated • 26 • 1
facebook/sapiens-depth-2b
Depth Estimation • Updated • 43 • 3Note ^Sapiens depth checkpoints.
-
facebook/sapiens-normal-0.3b
Updated • 15 -
facebook/sapiens-normal-0.6b
Updated • 7 -
facebook/sapiens-normal-1b
Updated • 15 • 1
facebook/sapiens-normal-2b
Updated • 29 • 2Note ^Sapiens normal checkpoints.
-
facebook/sapiens-pretrain-0.3b-bfloat16
Image Feature Extraction • Updated • 20 -
facebook/sapiens-pretrain-0.6b-bfloat16
Image Feature Extraction • Updated • 11 -
facebook/sapiens-pretrain-1b-bfloat16
Image Feature Extraction • Updated • 15
facebook/sapiens-pretrain-2b-bfloat16
Image Feature Extraction • Updated • 15 • 2Note ^Sapiens pretrained checkpoints ported to bfloat16.
-
facebook/sapiens-pose-0.3b-bfloat16
Keypoint Detection • Updated • 29 • 1 -
facebook/sapiens-pose-0.6b-bfloat16
Keypoint Detection • Updated • 10
facebook/sapiens-pose-1b-bfloat16
Keypoint Detection • Updated • 39Note ^Sapiens pose checkpoints ported to bfloat16.
-
facebook/sapiens-seg-0.3b-bfloat16
Image Segmentation • Updated • 19 -
facebook/sapiens-seg-0.6b-bfloat16
Image Segmentation • Updated • 16
facebook/sapiens-seg-1b-bfloat16
Image Segmentation • Updated • 45Note ^Sapiens seg checkpoints ported to bfloat16.
-
facebook/sapiens-depth-0.3b-bfloat16
Depth Estimation • Updated • 20 -
facebook/sapiens-depth-0.6b-bfloat16
Depth Estimation • Updated • 14 -
facebook/sapiens-depth-1b-bfloat16
Depth Estimation • Updated • 27
facebook/sapiens-depth-2b-bfloat16
Depth Estimation • Updated • 17Note ^Sapiens depth checkpoints ported to bfloat16.
-
facebook/sapiens-normal-0.3b-bfloat16
Updated • 5 -
facebook/sapiens-normal-0.6b-bfloat16
Updated • 6 -
facebook/sapiens-normal-1b-bfloat16
Updated • 4
facebook/sapiens-normal-2b-bfloat16
Updated • 14Note ^Sapiens normal checkpoints ported to bfloat16.
-
facebook/sapiens_toy_dataset
Viewer • Updated • 99 • 32 • 2