Sapiens
Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens
- Paper • 2408.12569 • Published • 94
-
facebook/sapiens
Updated • 12 • 246 -
Sapiens Pose
📊59Detect and estimate poses in images
-
Sapiens Segmentation
🌍122Segment body parts in images
-
Sapiens Depth
🦀85Generate depth estimation from images
-
Sapiens Normal
💻92Generate normal maps from images
-
facebook/sapiens-pretrain-0.3b-torchscript
Image Feature Extraction • Updated • 84 • 1 -
facebook/sapiens-pretrain-0.6b-torchscript
Image Feature Extraction • Updated • 87 -
facebook/sapiens-pretrain-1b-torchscript
Image Feature Extraction • Updated • 73
facebook/sapiens-pretrain-2b-torchscript
Image Feature Extraction • Updated • 38 • 4Note ^Sapiens pretrained checkpoints ported to torchscript.
-
facebook/sapiens-pose-0.3b-torchscript
Keypoint Detection • Updated • 616 • 1 -
facebook/sapiens-pose-0.6b-torchscript
Keypoint Detection • Updated • 113 -
facebook/sapiens-pose-1b-torchscript
Keypoint Detection • Updated • 734 • 16
facebook/sapiens-pose-bbox-detector
Keypoint Detection • Updated • 21.9k • 5Note ^Sapiens pose checkpoints ported to torchscript.
-
facebook/sapiens-seg-0.3b-torchscript
Image Segmentation • Updated • 421 -
facebook/sapiens-seg-0.6b-torchscript
Image Segmentation • Updated • 178 -
facebook/sapiens-seg-1b-torchscript
Image Segmentation • Updated • 1.31k • 5
facebook/sapiens-seg-foreground-1b-torchscript
Image Segmentation • Updated • 252 • 3Note ^Sapiens seg and foreground-seg checkpoints ported to torchscript.
-
facebook/sapiens-depth-0.3b-torchscript
Depth Estimation • Updated • 165 • 2 -
facebook/sapiens-depth-0.6b-torchscript
Depth Estimation • Updated • 95 -
facebook/sapiens-depth-1b-torchscript
Depth Estimation • Updated • 768 • 1
facebook/sapiens-depth-2b-torchscript
Depth Estimation • Updated • 66 • 1Note ^Sapiens depth checkpoints ported to torchscript.
-
facebook/sapiens-normal-0.3b-torchscript
Updated • 152 -
facebook/sapiens-normal-0.6b-torchscript
Updated • 318 -
facebook/sapiens-normal-1b-torchscript
Updated • 746 • 1
facebook/sapiens-normal-2b-torchscript
Updated • 50Note ^Sapiens normal checkpoints ported to torchscript.
-
facebook/sapiens-pretrain-0.3b
Image Feature Extraction • Updated • 76 • 2 -
facebook/sapiens-pretrain-0.6b
Image Feature Extraction • Updated • 39 -
facebook/sapiens-pretrain-1b
Image Feature Extraction • Updated • 80 • 1
facebook/sapiens-pretrain-2b
Image Feature Extraction • Updated • 36 • 3Note ^Sapiens pretrained checkpoints.
-
facebook/sapiens-pose-0.3b
Keypoint Detection • Updated • 77 • 2 -
facebook/sapiens-pose-0.6b
Keypoint Detection • Updated • 116 • 2
facebook/sapiens-pose-1b
Keypoint Detection • Updated • 395 • 6Note ^Sapiens pose checkpoints.
-
facebook/sapiens-seg-0.3b
Image Segmentation • Updated • 98 • 3 -
facebook/sapiens-seg-0.6b
Image Segmentation • Updated • 32
facebook/sapiens-seg-1b
Image Segmentation • Updated • 84 • 5Note ^Sapiens seg checkpoints.
-
facebook/sapiens-depth-0.3b
Depth Estimation • Updated • 59 -
facebook/sapiens-depth-0.6b
Depth Estimation • Updated • 9 • 1 -
facebook/sapiens-depth-1b
Depth Estimation • Updated • 36 • 1
facebook/sapiens-depth-2b
Depth Estimation • Updated • 12 • 4Note ^Sapiens depth checkpoints.
-
facebook/sapiens-normal-0.3b
Updated • 11 -
facebook/sapiens-normal-0.6b
Updated • 20 -
facebook/sapiens-normal-1b
Updated • 14 • 1
facebook/sapiens-normal-2b
Updated • 29 • 3Note ^Sapiens normal checkpoints.
-
facebook/sapiens-pretrain-0.3b-bfloat16
Image Feature Extraction • Updated • 39 -
facebook/sapiens-pretrain-0.6b-bfloat16
Image Feature Extraction • Updated • 32 -
facebook/sapiens-pretrain-1b-bfloat16
Image Feature Extraction • Updated • 28
facebook/sapiens-pretrain-2b-bfloat16
Image Feature Extraction • Updated • 22 • 2Note ^Sapiens pretrained checkpoints ported to bfloat16.
-
facebook/sapiens-pose-0.3b-bfloat16
Keypoint Detection • Updated • 53 • 1 -
facebook/sapiens-pose-0.6b-bfloat16
Keypoint Detection • Updated • 13
facebook/sapiens-pose-1b-bfloat16
Keypoint Detection • Updated • 41 • 1Note ^Sapiens pose checkpoints ported to bfloat16.
-
facebook/sapiens-seg-0.3b-bfloat16
Image Segmentation • Updated • 31 -
facebook/sapiens-seg-0.6b-bfloat16
Image Segmentation • Updated • 47
facebook/sapiens-seg-1b-bfloat16
Image Segmentation • Updated • 33Note ^Sapiens seg checkpoints ported to bfloat16.
-
facebook/sapiens-depth-0.3b-bfloat16
Depth Estimation • Updated • 32 -
facebook/sapiens-depth-0.6b-bfloat16
Depth Estimation • Updated • 17 -
facebook/sapiens-depth-1b-bfloat16
Depth Estimation • Updated • 25
facebook/sapiens-depth-2b-bfloat16
Depth Estimation • Updated • 33Note ^Sapiens depth checkpoints ported to bfloat16.
-
facebook/sapiens-normal-0.3b-bfloat16
Updated • 13 -
facebook/sapiens-normal-0.6b-bfloat16
Updated • 17 -
facebook/sapiens-normal-1b-bfloat16
Updated • 19
facebook/sapiens-normal-2b-bfloat16
Updated • 18Note ^Sapiens normal checkpoints ported to bfloat16.
-
facebook/sapiens_toy_dataset
Viewer • Updated • 99 • 19 • 2