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Title: GitHub - PonceLab/dino: PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Open Graph Title: GitHub - PonceLab/dino: PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

X Title: GitHub - PonceLab/dino: PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Description: PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO - PonceLab/dino

Open Graph Description: PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO - PonceLab/dino

X Description: PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO - PonceLab/dino

Opengraph URL: https://github.com/PonceLab/dino

X: @github

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	https://patch-diff.githubusercontent.com/PonceLab/dino#self-supervised-vision-transformers-with-dino
blogpost	https://ai.facebook.com/blog/dino-paws-computer-vision-with-self-supervised-transformers-and-10x-more-efficient-training
arXiv	https://arxiv.org/abs/2104.14294
Yannic Kilcher's video	https://www.youtube.com/watch?v=h3ij3F3cPIk
	https://patch-diff.githubusercontent.com/PonceLab/dino/blob/main/.github/dino.gif
	https://patch-diff.githubusercontent.com/PonceLab/dino#pretrained-models
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	https://patch-diff.githubusercontent.com/PonceLab/dino#pretrained-models-on-pytorch-hub
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	https://patch-diff.githubusercontent.com/PonceLab/dino#multi-node-training
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	https://patch-diff.githubusercontent.com/PonceLab/dino#boosting-dino-performance-t-rex
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	https://patch-diff.githubusercontent.com/PonceLab/dino#resnet-50-and-other-convnets-trainings
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	https://patch-diff.githubusercontent.com/PonceLab/dino#self-attention-visualization
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linear weights	https://dl.fbaipublicfiles.com/dino/dino_deitsmall16_pretrain/dino_deitsmall16_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_deitsmall16_pretrain/dino_deitsmall16_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_deitsmall8_pretrain/dino_deitsmall8_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_deitsmall8_pretrain/dino_deitsmall8_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_vitbase16_pretrain/dino_vitbase16_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_vitbase16_pretrain/dino_vitbase16_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_vitbase8_pretrain/dino_vitbase8_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_vitbase8_pretrain/dino_vitbase8_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_xcit_small_12_p16_pretrain/dino_xcit_small_12_p16_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_xcit_small_12_p16_pretrain/dino_xcit_small_12_p16_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_xcit_small_12_p8_pretrain/dino_xcit_small_12_p8_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_xcit_small_12_p8_pretrain/dino_xcit_small_12_p8_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_xcit_medium_24_p16_pretrain/dino_xcit_medium_24_p16_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_xcit_medium_24_p16_pretrain/dino_xcit_medium_24_p16_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_xcit_medium_24_p8_pretrain/dino_xcit_medium_24_p8_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_xcit_medium_24_p8_pretrain/dino_xcit_medium_24_p8_pretrain_eval_linear_log.txt
linear weights	https://dl.fbaipublicfiles.com/dino/dino_resnet50_pretrain/dino_resnet50_linearweights.pth
logs	https://dl.fbaipublicfiles.com/dino/dino_resnet50_pretrain/dino_resnet50_pretrain_eval_linear_log.txt
	https://patch-diff.githubusercontent.com/PonceLab/dino#evaluation-davis-2017-video-object-segmentation
	https://patch-diff.githubusercontent.com/PonceLab/dino#evaluation-image-retrieval-on-revisited-oxford-and-paris
this repo	https://github.com/filipradenovic/revisitop
DINO weights pretrained on Google Landmark v2 dataset	https://dl.fbaipublicfiles.com/dino/dino_vitsmall16_googlelandmark_pretrain/dino_vitsmall16_googlelandmark_pretrain.pth
	https://patch-diff.githubusercontent.com/PonceLab/dino#evaluation-copy-detection-on-copydays
Copydays dataset	https://lear.inrialpes.fr/~jegou/data.php#copydays
	https://patch-diff.githubusercontent.com/PonceLab/dino#license
LICENSE	https://patch-diff.githubusercontent.com/PonceLab/dino/blob/main/LICENSE
	https://patch-diff.githubusercontent.com/PonceLab/dino#citation
Readme	https://patch-diff.githubusercontent.com/PonceLab/dino#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/PonceLab/dino#Apache-2.0-1-ov-file
Code of conduct	https://patch-diff.githubusercontent.com/PonceLab/dino#coc-ov-file
Contributing	https://patch-diff.githubusercontent.com/PonceLab/dino#contributing-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/PonceLab/dino
Activity	https://patch-diff.githubusercontent.com/PonceLab/dino/activity
Custom properties	https://patch-diff.githubusercontent.com/PonceLab/dino/custom-properties
1 star	https://patch-diff.githubusercontent.com/PonceLab/dino/stargazers
0 watching	https://patch-diff.githubusercontent.com/PonceLab/dino/watchers
0 forks	https://patch-diff.githubusercontent.com/PonceLab/dino/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FPonceLab%2Fdino&report=PonceLab+%28user%29
Releases	https://patch-diff.githubusercontent.com/PonceLab/dino/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/PonceLab/packages?repo_name=dino
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Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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