Sapiens: Foundation for Human Vision Models
Paper • 2408.12569 • Published • 93
Sapiens
Foundation models for human tasks. Code: https://github.com/facebookresearch/sapiens
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facebook/sapiens
Updated • 246 -
Sapiens Pose
📊59Detect and estimate poses in images
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Sapiens Segmentation
🌍122Segment body parts in images
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Sapiens Depth
🦀85Generate depth estimation from images
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Sapiens Normal
💻92Generate normal maps from images
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facebook/sapiens-pretrain-0.3b-torchscript
Image Feature Extraction • Updated • 70 • 1 -
facebook/sapiens-pretrain-0.6b-torchscript
Image Feature Extraction • Updated • 213 -
facebook/sapiens-pretrain-1b-torchscript
Image Feature Extraction • Updated • 2.26k • 2
facebook/sapiens-pretrain-2b-torchscript
Image Feature Extraction • Updated • 51 • 4Note ^Sapiens pretrained checkpoints ported to torchscript.
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facebook/sapiens-pose-0.3b-torchscript
Keypoint Detection • Updated • 1.15k • 1 -
facebook/sapiens-pose-0.6b-torchscript
Keypoint Detection • Updated • 576 -
facebook/sapiens-pose-1b-torchscript
Keypoint Detection • Updated • 4.7k • 19
facebook/sapiens-pose-bbox-detector
Keypoint Detection • Updated • 1.16k • 6Note ^Sapiens pose checkpoints ported to torchscript.
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facebook/sapiens-seg-0.3b-torchscript
Image Segmentation • Updated • 1.86k • 5 -
facebook/sapiens-seg-0.6b-torchscript
Image Segmentation • Updated • 445 -
facebook/sapiens-seg-1b-torchscript
Image Segmentation • Updated • 4.21k • 10
facebook/sapiens-seg-foreground-1b-torchscript
Image Segmentation • Updated • 1.78k • 9Note ^Sapiens seg and foreground-seg checkpoints ported to torchscript.
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facebook/sapiens-depth-0.3b-torchscript
Depth Estimation • Updated • 1.34k • 1 -
facebook/sapiens-depth-0.6b-torchscript
Depth Estimation • Updated • 237 -
facebook/sapiens-depth-1b-torchscript
Depth Estimation • Updated • 355 • 1
facebook/sapiens-depth-2b-torchscript
Depth Estimation • Updated • 465 • 1Note ^Sapiens depth checkpoints ported to torchscript.
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facebook/sapiens-normal-0.3b-torchscript
Updated • 2.21k • 1 -
facebook/sapiens-normal-0.6b-torchscript
Updated • 256 -
facebook/sapiens-normal-1b-torchscript
Updated • 1.65k • 3
facebook/sapiens-normal-2b-torchscript
Updated • 227Note ^Sapiens normal checkpoints ported to torchscript.
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facebook/sapiens-pretrain-0.3b
Image Feature Extraction • Updated • 504 • 3 -
facebook/sapiens-pretrain-0.6b
Image Feature Extraction • Updated • 45 -
facebook/sapiens-pretrain-1b
Image Feature Extraction • Updated • 115 • 1
facebook/sapiens-pretrain-2b
Image Feature Extraction • Updated • 123 • 3Note ^Sapiens pretrained checkpoints.
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facebook/sapiens-pose-0.3b
Keypoint Detection • Updated • 145 • 2 -
facebook/sapiens-pose-0.6b
Keypoint Detection • Updated • 240 • 2
facebook/sapiens-pose-1b
Keypoint Detection • Updated • 167 • 10Note ^Sapiens pose checkpoints.
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facebook/sapiens-seg-0.3b
Image Segmentation • Updated • 207 • 3 -
facebook/sapiens-seg-0.6b
Image Segmentation • Updated • 122
facebook/sapiens-seg-1b
Image Segmentation • Updated • 118 • 5Note ^Sapiens seg checkpoints.
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facebook/sapiens-depth-0.3b
Depth Estimation • Updated • 123 -
facebook/sapiens-depth-0.6b
Depth Estimation • Updated • 144 • 1 -
facebook/sapiens-depth-1b
Depth Estimation • Updated • 137 • 1
facebook/sapiens-depth-2b
Depth Estimation • Updated • 123 • 4Note ^Sapiens depth checkpoints.
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facebook/sapiens-normal-0.3b
Updated • 157 -
facebook/sapiens-normal-0.6b
Updated • 74 -
facebook/sapiens-normal-1b
Updated • 94 • 1
facebook/sapiens-normal-2b
Updated • 111 • 3Note ^Sapiens normal checkpoints.
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facebook/sapiens-pretrain-0.3b-bfloat16
Image Feature Extraction • Updated • 42 -
facebook/sapiens-pretrain-0.6b-bfloat16
Image Feature Extraction • Updated • 114 -
facebook/sapiens-pretrain-1b-bfloat16
Image Feature Extraction • Updated • 95
facebook/sapiens-pretrain-2b-bfloat16
Image Feature Extraction • Updated • 25 • 2Note ^Sapiens pretrained checkpoints ported to bfloat16.
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facebook/sapiens-pose-0.3b-bfloat16
Keypoint Detection • Updated • 40 • 1 -
facebook/sapiens-pose-0.6b-bfloat16
Keypoint Detection • Updated • 20
facebook/sapiens-pose-1b-bfloat16
Keypoint Detection • Updated • 38 • 1Note ^Sapiens pose checkpoints ported to bfloat16.
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facebook/sapiens-seg-0.3b-bfloat16
Image Segmentation • Updated • 178 -
facebook/sapiens-seg-0.6b-bfloat16
Image Segmentation • Updated • 33
facebook/sapiens-seg-1b-bfloat16
Image Segmentation • Updated • 110Note ^Sapiens seg checkpoints ported to bfloat16.
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facebook/sapiens-depth-0.3b-bfloat16
Depth Estimation • Updated • 93 -
facebook/sapiens-depth-0.6b-bfloat16
Depth Estimation • Updated • 24 -
facebook/sapiens-depth-1b-bfloat16
Depth Estimation • Updated • 38
facebook/sapiens-depth-2b-bfloat16
Depth Estimation • Updated • 56Note ^Sapiens depth checkpoints ported to bfloat16.
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facebook/sapiens-normal-0.3b-bfloat16
Updated • 144 -
facebook/sapiens-normal-0.6b-bfloat16
Updated • 77 -
facebook/sapiens-normal-1b-bfloat16
Updated • 143
facebook/sapiens-normal-2b-bfloat16
Updated • 272Note ^Sapiens normal checkpoints ported to bfloat16.
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facebook/sapiens_toy_dataset
Viewer • Updated • 99 • 29 • 2