Sapiens
Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens
- Paper • 2408.12569 • Published • 93
-
facebook/sapiens
Updated • 8 • 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 • 94 • 1 -
facebook/sapiens-pretrain-0.6b-torchscript
Image Feature Extraction • Updated • 326 -
facebook/sapiens-pretrain-1b-torchscript
Image Feature Extraction • Updated • 568
facebook/sapiens-pretrain-2b-torchscript
Image Feature Extraction • Updated • 81 • 4Note ^Sapiens pretrained checkpoints ported to torchscript.
-
facebook/sapiens-pose-0.3b-torchscript
Keypoint Detection • Updated • 654 • 1 -
facebook/sapiens-pose-0.6b-torchscript
Keypoint Detection • Updated • 213 -
facebook/sapiens-pose-1b-torchscript
Keypoint Detection • Updated • 897 • 15
facebook/sapiens-pose-bbox-detector
Keypoint Detection • Updated • 258 • 5Note ^Sapiens pose checkpoints ported to torchscript.
-
facebook/sapiens-seg-0.3b-torchscript
Image Segmentation • Updated • 1.35k -
facebook/sapiens-seg-0.6b-torchscript
Image Segmentation • Updated • 702 -
facebook/sapiens-seg-1b-torchscript
Image Segmentation • Updated • 1.52k • 5
facebook/sapiens-seg-foreground-1b-torchscript
Image Segmentation • Updated • 498 • 3Note ^Sapiens seg and foreground-seg checkpoints ported to torchscript.
-
facebook/sapiens-depth-0.3b-torchscript
Depth Estimation • Updated • 261 • 1 -
facebook/sapiens-depth-0.6b-torchscript
Depth Estimation • Updated • 283 -
facebook/sapiens-depth-1b-torchscript
Depth Estimation • Updated • 233 • 1
facebook/sapiens-depth-2b-torchscript
Depth Estimation • Updated • 365 • 1Note ^Sapiens depth checkpoints ported to torchscript.
-
facebook/sapiens-normal-0.3b-torchscript
Updated • 216 -
facebook/sapiens-normal-0.6b-torchscript
Updated • 469 -
facebook/sapiens-normal-1b-torchscript
Updated • 665 • 1
facebook/sapiens-normal-2b-torchscript
Updated • 327Note ^Sapiens normal checkpoints ported to torchscript.
-
facebook/sapiens-pretrain-0.3b
Image Feature Extraction • Updated • 415 • 2 -
facebook/sapiens-pretrain-0.6b
Image Feature Extraction • Updated • 67 -
facebook/sapiens-pretrain-1b
Image Feature Extraction • Updated • 38 • 1
facebook/sapiens-pretrain-2b
Image Feature Extraction • Updated • 46 • 3Note ^Sapiens pretrained checkpoints.
-
facebook/sapiens-pose-0.3b
Keypoint Detection • Updated • 89 • 2 -
facebook/sapiens-pose-0.6b
Keypoint Detection • Updated • 213 • 2
facebook/sapiens-pose-1b
Keypoint Detection • Updated • 376 • 8Note ^Sapiens pose checkpoints.
-
facebook/sapiens-seg-0.3b
Image Segmentation • Updated • 150 • 3 -
facebook/sapiens-seg-0.6b
Image Segmentation • Updated • 82
facebook/sapiens-seg-1b
Image Segmentation • Updated • 332 • 5Note ^Sapiens seg checkpoints.
-
facebook/sapiens-depth-0.3b
Depth Estimation • Updated • 90 -
facebook/sapiens-depth-0.6b
Depth Estimation • Updated • 101 • 1 -
facebook/sapiens-depth-1b
Depth Estimation • Updated • 107 • 1
facebook/sapiens-depth-2b
Depth Estimation • Updated • 107 • 4Note ^Sapiens depth checkpoints.
-
facebook/sapiens-normal-0.3b
Updated • 53 -
facebook/sapiens-normal-0.6b
Updated • 80 -
facebook/sapiens-normal-1b
Updated • 60 • 1
facebook/sapiens-normal-2b
Updated • 72 • 3Note ^Sapiens normal checkpoints.
-
facebook/sapiens-pretrain-0.3b-bfloat16
Image Feature Extraction • Updated • 71 -
facebook/sapiens-pretrain-0.6b-bfloat16
Image Feature Extraction • Updated • 105 -
facebook/sapiens-pretrain-1b-bfloat16
Image Feature Extraction • Updated • 75
facebook/sapiens-pretrain-2b-bfloat16
Image Feature Extraction • Updated • 38 • 2Note ^Sapiens pretrained checkpoints ported to bfloat16.
-
facebook/sapiens-pose-0.3b-bfloat16
Keypoint Detection • Updated • 81 • 1 -
facebook/sapiens-pose-0.6b-bfloat16
Keypoint Detection • Updated • 71
facebook/sapiens-pose-1b-bfloat16
Keypoint Detection • Updated • 54 • 1Note ^Sapiens pose checkpoints ported to bfloat16.
-
facebook/sapiens-seg-0.3b-bfloat16
Image Segmentation • Updated • 112 -
facebook/sapiens-seg-0.6b-bfloat16
Image Segmentation • Updated • 40
facebook/sapiens-seg-1b-bfloat16
Image Segmentation • Updated • 44Note ^Sapiens seg checkpoints ported to bfloat16.
-
facebook/sapiens-depth-0.3b-bfloat16
Depth Estimation • Updated • 44 -
facebook/sapiens-depth-0.6b-bfloat16
Depth Estimation • Updated • 63 -
facebook/sapiens-depth-1b-bfloat16
Depth Estimation • Updated • 50
facebook/sapiens-depth-2b-bfloat16
Depth Estimation • Updated • 39Note ^Sapiens depth checkpoints ported to bfloat16.
-
facebook/sapiens-normal-0.3b-bfloat16
Updated • 34 -
facebook/sapiens-normal-0.6b-bfloat16
Updated • 65 -
facebook/sapiens-normal-1b-bfloat16
Updated • 30
facebook/sapiens-normal-2b-bfloat16
Updated • 77Note ^Sapiens normal checkpoints ported to bfloat16.
-
facebook/sapiens_toy_dataset
Viewer • Updated • 99 • 21 • 2