74 lines
2.6 KiB
YAML
74 lines
2.6 KiB
YAML
Collections:
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- Name: DINOv2
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Metadata:
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Architecture:
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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: 'DINOv2: Learning Robust Visual Features without Supervision'
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URL: https://arxiv.org/abs/2304.07193
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README: configs/dinov2/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-small-p14_dinov2-pre_3rdparty
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Metadata:
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FLOPs: 46762000000
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Parameters: 22056000
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Training Data:
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- LVD-142M
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In Collection: DINOv2
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Results: null
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-small-p14_dinov2-pre_3rdparty_20230426-5641ca5a.pth
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Config: configs/dinov2/vit-small-p14_dinov2-pre_headless.py
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Converted From:
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Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vits14/dinov2_vits14_pretrain.pth
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Code: https://github.com/facebookresearch/dinov2
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- Name: vit-base-p14_dinov2-pre_3rdparty
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Metadata:
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FLOPs: 152000000000
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Parameters: 86580000
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Training Data:
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- LVD-142M
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In Collection: DINOv2
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Results: null
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-base-p14_dinov2-pre_3rdparty_20230426-ba246503.pth
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Config: configs/dinov2/vit-base-p14_dinov2-pre_headless.py
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Converted From:
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Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitb14/dinov2_vitb14_pretrain.pth
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Code: https://github.com/facebookresearch/dinov2
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- Name: vit-large-p14_dinov2-pre_3rdparty
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Metadata:
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FLOPs: 507000000000
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Parameters: 304000000
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Training Data:
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- LVD-142M
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In Collection: DINOv2
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Results: null
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-large-p14_dinov2-pre_3rdparty_20230426-f3302d9e.pth
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Config: configs/dinov2/vit-large-p14_dinov2-pre_headless.py
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Converted From:
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Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitl14/dinov2_vitl14_pretrain.pth
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Code: https://github.com/facebookresearch/dinov2
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- Name: vit-giant-p14_dinov2-pre_3rdparty
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Metadata:
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FLOPs: 1784000000000
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Parameters: 1136000000
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Training Data:
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- LVD-142M
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In Collection: DINOv2
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Results: null
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Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-giant-p14_dinov2-pre_3rdparty_20230426-2934a630.pth
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Config: configs/dinov2/vit-giant-p14_dinov2-pre_headless.py
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Converted From:
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Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitg14/dinov2_vitg14_pretrain.pth
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Code: https://github.com/facebookresearch/dinov2
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