Sapiens
Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens
- Paper • 2408.12569 • Published • 94
-
facebook/sapiens
Updated • 101 • 245 -
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 • 21 • 1 -
facebook/sapiens-pretrain-0.6b-torchscript
Image Feature Extraction • Updated • 18 -
facebook/sapiens-pretrain-1b-torchscript
Image Feature Extraction • Updated • 38
facebook/sapiens-pretrain-2b-torchscript
Image Feature Extraction • Updated • 30 • 4Note ^Sapiens pretrained checkpoints ported to torchscript.
-
facebook/sapiens-pose-0.3b-torchscript
Keypoint Detection • Updated • 111 • 1 -
facebook/sapiens-pose-0.6b-torchscript
Keypoint Detection • Updated • 328 -
facebook/sapiens-pose-1b-torchscript
Keypoint Detection • Updated • 293 • 14
facebook/sapiens-pose-bbox-detector
Keypoint Detection • Updated • 101 • 4Note ^Sapiens pose checkpoints ported to torchscript.
-
facebook/sapiens-seg-0.3b-torchscript
Image Segmentation • Updated • 135 -
facebook/sapiens-seg-0.6b-torchscript
Image Segmentation • Updated • 50 -
facebook/sapiens-seg-1b-torchscript
Image Segmentation • Updated • 253 • 5
facebook/sapiens-seg-foreground-1b-torchscript
Image Segmentation • Updated • 33 • 2Note ^Sapiens seg and foreground-seg checkpoints ported to torchscript.
-
facebook/sapiens-depth-0.3b-torchscript
Depth Estimation • Updated • 90 • 2 -
facebook/sapiens-depth-0.6b-torchscript
Depth Estimation • Updated • 87 -
facebook/sapiens-depth-1b-torchscript
Depth Estimation • Updated • 82 • 1
facebook/sapiens-depth-2b-torchscript
Depth Estimation • Updated • 58 • 1Note ^Sapiens depth checkpoints ported to torchscript.
-
facebook/sapiens-normal-0.3b-torchscript
Updated • 63 -
facebook/sapiens-normal-0.6b-torchscript
Updated • 29 -
facebook/sapiens-normal-1b-torchscript
Updated • 59 • 1
facebook/sapiens-normal-2b-torchscript
Updated • 38Note ^Sapiens normal checkpoints ported to torchscript.
-
facebook/sapiens-pretrain-0.3b
Image Feature Extraction • Updated • 30 • 1 -
facebook/sapiens-pretrain-0.6b
Image Feature Extraction • Updated • 15 -
facebook/sapiens-pretrain-1b
Image Feature Extraction • Updated • 18 • 1
facebook/sapiens-pretrain-2b
Image Feature Extraction • Updated • 29 • 2Note ^Sapiens pretrained checkpoints.
-
facebook/sapiens-pose-0.3b
Keypoint Detection • Updated • 65 • 2 -
facebook/sapiens-pose-0.6b
Keypoint Detection • Updated • 30 • 2
facebook/sapiens-pose-1b
Keypoint Detection • Updated • 703 • 5Note ^Sapiens pose checkpoints.
-
facebook/sapiens-seg-0.3b
Image Segmentation • Updated • 28 • 3 -
facebook/sapiens-seg-0.6b
Image Segmentation • Updated • 15
facebook/sapiens-seg-1b
Image Segmentation • Updated • 58 • 5Note ^Sapiens seg checkpoints.
-
facebook/sapiens-depth-0.3b
Depth Estimation • Updated • 23 -
facebook/sapiens-depth-0.6b
Depth Estimation • Updated • 15 • 1 -
facebook/sapiens-depth-1b
Depth Estimation • Updated • 21 • 1
facebook/sapiens-depth-2b
Depth Estimation • Updated • 8 • 4Note ^Sapiens depth checkpoints.
-
facebook/sapiens-normal-0.3b
Updated • 18 -
facebook/sapiens-normal-0.6b
Updated • 11 -
facebook/sapiens-normal-1b
Updated • 12 • 1
facebook/sapiens-normal-2b
Updated • 30 • 2Note ^Sapiens normal checkpoints.
-
facebook/sapiens-pretrain-0.3b-bfloat16
Image Feature Extraction • Updated • 11 -
facebook/sapiens-pretrain-0.6b-bfloat16
Image Feature Extraction • Updated • 7 -
facebook/sapiens-pretrain-1b-bfloat16
Image Feature Extraction • Updated • 14
facebook/sapiens-pretrain-2b-bfloat16
Image Feature Extraction • Updated • 16 • 2Note ^Sapiens pretrained checkpoints ported to bfloat16.
-
facebook/sapiens-pose-0.3b-bfloat16
Keypoint Detection • Updated • 20 • 1 -
facebook/sapiens-pose-0.6b-bfloat16
Keypoint Detection • Updated • 28
facebook/sapiens-pose-1b-bfloat16
Keypoint Detection • Updated • 45 • 1Note ^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 • 21
facebook/sapiens-seg-1b-bfloat16
Image Segmentation • Updated • 33Note ^Sapiens seg checkpoints ported to bfloat16.
-
facebook/sapiens-depth-0.3b-bfloat16
Depth Estimation • Updated • 18 -
facebook/sapiens-depth-0.6b-bfloat16
Depth Estimation • Updated • 35 -
facebook/sapiens-depth-1b-bfloat16
Depth Estimation • Updated • 35
facebook/sapiens-depth-2b-bfloat16
Depth Estimation • Updated • 17Note ^Sapiens depth checkpoints ported to bfloat16.
-
facebook/sapiens-normal-0.3b-bfloat16
Updated • 20 -
facebook/sapiens-normal-0.6b-bfloat16
Updated • 18 -
facebook/sapiens-normal-1b-bfloat16
Updated • 24
facebook/sapiens-normal-2b-bfloat16
Updated • 31Note ^Sapiens normal checkpoints ported to bfloat16.
-
facebook/sapiens_toy_dataset
Viewer • Updated • 99 • 9 • 2