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