62 lines
2.0 KiB
YAML
62 lines
2.0 KiB
YAML
Collections:
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- Name: SAM
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Metadata:
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Architecture:
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- Convolution
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- Dense Connections
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- Dropout
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- GELU
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- Layer Normalization
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- Multi-Head Attention
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- Scaled Dot-Product Attention
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Paper:
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Title: 'Segment Anything'
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URL: https://arxiv.org/abs/2304.02643
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README: configs/sam/README.md
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Code:
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URL: null
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Version: null
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Models:
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- Name: vit-base-p16_sam-pre_3rdparty_sa1b-1024px
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Metadata:
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FLOPs: 486000000000
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Parameters: 89671000
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Training Data:
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- SA-1B
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In Collection: SAM
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Results: null
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Weights: https://download.openmmlab.com/mmclassification/v1/vit_sam/vit-base-p16_sam-pre_3rdparty_sa1b-1024px_20230411-2320f9cc.pth
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Config: configs/sam/vit-base-p16_sam_headless.py
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Converted From:
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Weights: https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth
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Code: https://github.com/facebookresearch/segment-anything/
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- Name: vit-large-p16_sam-pre_3rdparty_sa1b-1024px
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Metadata:
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FLOPs: 1494000000000
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Parameters: 308000000
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Training Data:
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- SA-1B
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In Collection: SAM
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Results: null
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Weights: https://download.openmmlab.com/mmclassification/v1/vit_sam/vit-large-p16_sam-pre_3rdparty_sa1b-1024px_20230411-595feafd.pth
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Config: configs/sam/vit-large-p16_sam_headless.py
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Converted From:
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Weights: https://dl.fbaipublicfiles.com/segment_anything/sam_vit_l_0b3195.pth
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Code: https://github.com/facebookresearch/segment-anything/
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- Name: vit-huge-p16_sam-pre_3rdparty_sa1b-1024px
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Metadata:
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FLOPs: 2982000000000
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Parameters: 637000000
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Training Data:
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- SA-1B
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In Collection: SAM
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Results: null
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Weights: https://download.openmmlab.com/mmclassification/v1/vit_sam/vit-huge-p16_sam-pre_3rdparty_sa1b-1024px_20230411-3f13c653.pth
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Config: configs/sam/vit-huge-p16_sam_headless.py
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Converted From:
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Weights: https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth
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Code: https://github.com/facebookresearch/segment-anything/
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