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Title: GitHub - Algorithm-learning-community-for-python/vision_transformer · GitHub

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	https://github.com/Algorithm-learning-community-for-python/vision_transformer#vision-transformer-and-mlp-mixer-architectures
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	https://arxiv.org/abs/2010.11929
MLP-Mixer: An all-MLP Architecture for Vision	https://arxiv.org/abs/2105.01601
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers	https://arxiv.org/abs/2106.10270
When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations	https://arxiv.org/abs/2106.01548
LiT: Zero-Shot Transfer with Locked-image text Tuning	https://arxiv.org/abs/2111.07991
Surrogate Gap Minimization Improves Sharpness-Aware Training	https://arxiv.org/abs/2203.08065
ImageNet	http://www.image-net.org/
ImageNet-21k	http://www.image-net.org/
JAX	https://jax.readthedocs.io
Flax	http://flax.readthedocs.io
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Colab	https://github.com/Algorithm-learning-community-for-python/vision_transformer#colab
Installation	https://github.com/Algorithm-learning-community-for-python/vision_transformer#installation
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	https://github.com/Algorithm-learning-community-for-python/vision_transformer#installation
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GSAM	https://arxiv.org/abs/2203.08065
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tb.dev	https://tensorboard.dev/experiment/nwXQNjudRJW3dtQzhPZwwA/#scalars®exInput=%5EViT-L_16/imagenet2012/do_0.1&_smoothingWeight=0
tb.dev	https://tensorboard.dev/experiment/nwXQNjudRJW3dtQzhPZwwA/#scalars®exInput=%5EViT-L_32/cifar10/do_0.0&_smoothingWeight=0
tb.dev	https://tensorboard.dev/experiment/nwXQNjudRJW3dtQzhPZwwA/#scalars®exInput=%5EViT-L_32/cifar10/do_0.1&_smoothingWeight=0
tb.dev	https://tensorboard.dev/experiment/nwXQNjudRJW3dtQzhPZwwA/#scalars®exInput=%5EViT-L_32/cifar100/do_0.0&_smoothingWeight=0
tb.dev	https://tensorboard.dev/experiment/nwXQNjudRJW3dtQzhPZwwA/#scalars®exInput=%5EViT-L_32/cifar100/do_0.1&_smoothingWeight=0
tb.dev	https://tensorboard.dev/experiment/nwXQNjudRJW3dtQzhPZwwA/#scalars®exInput=%5EViT-L_32/imagenet2012/do_0.0&_smoothingWeight=0
tb.dev	https://tensorboard.dev/experiment/nwXQNjudRJW3dtQzhPZwwA/#scalars®exInput=%5EViT-L_32/imagenet2012/do_0.1&_smoothingWeight=0
tensorboard.dev	https://tensorboard.dev/experiment/QgkpiW53RPmjkabe1ME31g/
tensorboard.dev	https://tensorboard.dev/experiment/w8DQkDeJTOqJW5js80gOQg/
tensorboard.dev	https://tensorboard.dev/experiment/5hM4GrnAR0KEZg725Ewnqg/
tensorboard.dev	https://tensorboard.dev/experiment/QLQTaaIoT9uEcAjtA0eRwg/
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#mlp-mixer
	https://github.com/Algorithm-learning-community-for-python/vision_transformer/blob/main/mixer_figure.png
the same steps	https://github.com/Algorithm-learning-community-for-python/vision_transformer#installation
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#available-mixer-models
https://console.cloud.google.com/storage/mixer_models/	https://console.cloud.google.com/storage/mixer_models/
sayakpaul/collections/mlp-mixer	https://tfhub.dev/sayakpaul/collections/mlp-mixer
Sayak Paul	https://github.com/sayakpaul
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#expected-mixer-results
tensorboard.dev	https://tensorboard.dev/experiment/j9zCYt9yQVm93nqnsDZayA/
tensorboard.dev	https://tensorboard.dev/experiment/Q4feeErzRGGop5XzAvYj2g/
tensorboard.dev	https://tensorboard.dev/experiment/mvP4McV2SEGFeIww20ie5Q/
tensorboard.dev	https://tensorboard.dev/experiment/dolAJyQYTYmudytjalF6Jg/
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#lit-models
LiT: adding language understanding to image models	http://ai.googleblog.com/2022/04/locked-image-tuning-adding-language.html
https://arxiv.org/abs/2111.07991	https://arxiv.org/abs/2111.07991
LiT model card	https://github.com/Algorithm-learning-community-for-python/vision_transformer/blob/main/model_cards/lit.md
https://google-research.github.io/vision_transformer/lit/	https://google-research.github.io/vision_transformer/lit/
https://colab.research.google.com/github/google-research/vision_transformer/blob/main/lit.ipynb	https://colab.research.google.com/github/google-research/vision_transformer/blob/main/lit.ipynb
https://github.com/google-research/big_vision/tree/main/big_vision/configs/proj/image_text	https://github.com/google-research/big_vision/tree/main/big_vision/configs/proj/image_text
model_cards/lit.md	https://github.com/google-research/vision_transformer/blob/main/model_cards/lit.md
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#running-on-cloud
colabs	https://github.com/Algorithm-learning-community-for-python/vision_transformer#colab
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#create-a-vm
TPU tutorial	https://cloud.google.com/tpu/docs/jax-quickstart-tpu-vm
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#setup-vm
Flaxformer	https://github.com/google/flaxformer
fine-tuning a model	https://github.com/Algorithm-learning-community-for-python/vision_transformer#fine-tuning-a-model
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#bibtex
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#changelog
GSAM	https://arxiv.org/abs/2203.08065
SAM	https://arxiv.org/abs/2010.01412
LiT models	https://github.com/Algorithm-learning-community-for-python/vision_transformer#lit-models
SAM	https://arxiv.org/abs/2010.01412
vit_jax_augreg.ipynb	https://colab.research.google.com/github/google-research/vision_transformer/blob/main/vit_jax_augreg.ipynb
	https://github.com/Algorithm-learning-community-for-python/vision_transformer#disclaimers
google-research/big_transfer	https://github.com/google-research/big_transfer
Readme	https://github.com/Algorithm-learning-community-for-python/vision_transformer#readme-ov-file
Apache-2.0 license	https://github.com/Algorithm-learning-community-for-python/vision_transformer#Apache-2.0-1-ov-file
Please reload this page	https://github.com/Algorithm-learning-community-for-python/vision_transformer
Activity	https://github.com/Algorithm-learning-community-for-python/vision_transformer/activity
Custom properties	https://github.com/Algorithm-learning-community-for-python/vision_transformer/custom-properties
0 forks	https://github.com/Algorithm-learning-community-for-python/vision_transformer/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FAlgorithm-learning-community-for-python%2Fvision_transformer&report=Algorithm-learning-community-for-python+%28user%29
Releases	https://github.com/Algorithm-learning-community-for-python/vision_transformer/releases
Packages 0	https://github.com/orgs/Algorithm-learning-community-for-python/packages?repo_name=vision_transformer
Please reload this page	https://github.com/Algorithm-learning-community-for-python/vision_transformer
Contributors	https://github.com/Algorithm-learning-community-for-python/vision_transformer/graphs/contributors
Please reload this page	https://github.com/Algorithm-learning-community-for-python/vision_transformer
	https://github.com
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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