Sapiens
Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens
-
Paper • 2408.12569 • Published • 94
-
facebook/sapiens
Updated • 33 • 243 -
Sapiens Pose
📊59Detect and estimate poses in images
-
Sapiens Segmentation
🌍123Segment 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 • 14 • 1 -
facebook/sapiens-pretrain-0.6b-torchscript
Image Feature Extraction • Updated • 18 -
facebook/sapiens-pretrain-1b-torchscript
Image Feature Extraction • Updated • 71
facebook/sapiens-pretrain-2b-torchscript
Image Feature Extraction • Updated • 14 • 4Note ^Sapiens pretrained checkpoints ported to torchscript.
-
facebook/sapiens-pose-0.3b-torchscript
Keypoint Detection • Updated • 132 • 1 -
facebook/sapiens-pose-0.6b-torchscript
Keypoint Detection • Updated • 67 -
facebook/sapiens-pose-1b-torchscript
Keypoint Detection • Updated • 898 • 13
facebook/sapiens-pose-bbox-detector
Keypoint Detection • Updated • 106 • 4Note ^Sapiens pose checkpoints ported to torchscript.
-
facebook/sapiens-seg-0.3b-torchscript
Image Segmentation • Updated • 322 -
facebook/sapiens-seg-0.6b-torchscript
Image Segmentation • Updated • 44 -
facebook/sapiens-seg-1b-torchscript
Image Segmentation • Updated • 1.02k • 5
facebook/sapiens-seg-foreground-1b-torchscript
Image Segmentation • Updated • 24 • 2Note ^Sapiens seg and foreground-seg checkpoints ported to torchscript.
-
facebook/sapiens-depth-0.3b-torchscript
Depth Estimation • Updated • 37 • 2 -
facebook/sapiens-depth-0.6b-torchscript
Depth Estimation • Updated • 21 -
facebook/sapiens-depth-1b-torchscript
Depth Estimation • Updated • 97 • 1
facebook/sapiens-depth-2b-torchscript
Depth Estimation • Updated • 635 • 1Note ^Sapiens depth checkpoints ported to torchscript.
-
facebook/sapiens-normal-0.3b-torchscript
Updated • 37 -
facebook/sapiens-normal-0.6b-torchscript
Updated • 15 -
facebook/sapiens-normal-1b-torchscript
Updated • 96 • 1
facebook/sapiens-normal-2b-torchscript
Updated • 598Note ^Sapiens normal checkpoints ported to torchscript.
-
facebook/sapiens-pretrain-0.3b
Image Feature Extraction • Updated • 36 • 1 -
facebook/sapiens-pretrain-0.6b
Image Feature Extraction • Updated • 11 -
facebook/sapiens-pretrain-1b
Image Feature Extraction • Updated • 13 • 1
facebook/sapiens-pretrain-2b
Image Feature Extraction • Updated • 16 • 2Note ^Sapiens pretrained checkpoints.
-
facebook/sapiens-pose-0.3b
Keypoint Detection • Updated • 86 • 2 -
facebook/sapiens-pose-0.6b
Keypoint Detection • Updated • 107 • 2
facebook/sapiens-pose-1b
Keypoint Detection • Updated • 168 • 5Note ^Sapiens pose checkpoints.
-
facebook/sapiens-seg-0.3b
Image Segmentation • Updated • 40 • 2 -
facebook/sapiens-seg-0.6b
Image Segmentation • Updated • 17
facebook/sapiens-seg-1b
Image Segmentation • Updated • 53 • 4Note ^Sapiens seg checkpoints.
-
facebook/sapiens-depth-0.3b
Depth Estimation • Updated • 27 -
facebook/sapiens-depth-0.6b
Depth Estimation • Updated • 16 • 1 -
facebook/sapiens-depth-1b
Depth Estimation • Updated • 25 • 1
facebook/sapiens-depth-2b
Depth Estimation • Updated • 15 • 4Note ^Sapiens depth checkpoints.
-
facebook/sapiens-normal-0.3b
Updated • 60 -
facebook/sapiens-normal-0.6b
Updated • 57 -
facebook/sapiens-normal-1b
Updated • 60 • 1
facebook/sapiens-normal-2b
Updated • 72 • 2Note ^Sapiens normal checkpoints.
-
facebook/sapiens-pretrain-0.3b-bfloat16
Image Feature Extraction • Updated • 18 -
facebook/sapiens-pretrain-0.6b-bfloat16
Image Feature Extraction • Updated • 6 -
facebook/sapiens-pretrain-1b-bfloat16
Image Feature Extraction • Updated • 11
facebook/sapiens-pretrain-2b-bfloat16
Image Feature Extraction • Updated • 7 • 2Note ^Sapiens pretrained checkpoints ported to bfloat16.
-
facebook/sapiens-pose-0.3b-bfloat16
Keypoint Detection • Updated • 14 • 1 -
facebook/sapiens-pose-0.6b-bfloat16
Keypoint Detection • Updated • 15
facebook/sapiens-pose-1b-bfloat16
Keypoint Detection • Updated • 33 • 1Note ^Sapiens pose checkpoints ported to bfloat16.
-
facebook/sapiens-seg-0.3b-bfloat16
Image Segmentation • Updated • 14 -
facebook/sapiens-seg-0.6b-bfloat16
Image Segmentation • Updated • 10
facebook/sapiens-seg-1b-bfloat16
Image Segmentation • Updated • 25Note ^Sapiens seg checkpoints ported to bfloat16.
-
facebook/sapiens-depth-0.3b-bfloat16
Depth Estimation • Updated • 16 -
facebook/sapiens-depth-0.6b-bfloat16
Depth Estimation • Updated • 21 -
facebook/sapiens-depth-1b-bfloat16
Depth Estimation • Updated • 19
facebook/sapiens-depth-2b-bfloat16
Depth Estimation • Updated • 18Note ^Sapiens depth checkpoints ported to bfloat16.
-
facebook/sapiens-normal-0.3b-bfloat16
Updated • 8 -
facebook/sapiens-normal-0.6b-bfloat16
Updated • 11 -
facebook/sapiens-normal-1b-bfloat16
Updated • 13
facebook/sapiens-normal-2b-bfloat16
Updated • 17Note ^Sapiens normal checkpoints ported to bfloat16.
-
facebook/sapiens_toy_dataset
Viewer • Updated • 99 • 20 • 2