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Title: GitHub - Algorithm-learning-community-for-python/pytorch-image-models: PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more · GitHub

Open Graph Title: GitHub - Algorithm-learning-community-for-python/pytorch-image-models: PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

X Title: GitHub - Algorithm-learning-community-for-python/pytorch-image-models: PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Description: PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more - Algorithm-learning-community-for-python/pytorch-image-models

Open Graph Description: PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeX...

X Description: PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeX...

Opengraph URL: https://github.com/Algorithm-learning-community-for-python/pytorch-image-models

X: @github

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	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#nov-3-2023
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	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#oct-20-2023
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	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#sep-1-2023
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	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#aug-28-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#aug-25-2023
https://arxiv.org/abs/2303.14189	https://arxiv.org/abs/2303.14189
https://arxiv.org/abs/2206.04040	https://arxiv.org/abs/2206.04040
https://arxiv.org/abs/2303.16900	https://arxiv.org/abs/2303.16900
https://arxiv.org/abs/2211.06088	https://arxiv.org/abs/2211.06088
https://github.com/ChengpengChen	https://github.com/ChengpengChen
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https://arxiv.org/abs/2205.14756	https://arxiv.org/abs/2205.14756
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	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#aug-11-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#aug-3-2023
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	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#july-27-2023
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	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#may-11-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#may-10-2023
https://huggingface.co/timm	https://huggingface.co/timm
Leng Yue	https://github.com/leng-yue
Fredo Guan	https://github.com/fffffgggg54
https://github.com/TimDettmers/bitsandbytes	https://github.com/TimDettmers/bitsandbytes
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#april-27-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#april-21-2023
Taeksang Kim	https://github.com/voidbag
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#april-12-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#april-5-2023
https://huggingface.co/timm/seresnextaa101d_32x8d.sw_in12k_ft_in1k_288#model-comparison	https://huggingface.co/timm/seresnextaa101d_32x8d.sw_in12k_ft_in1k_288#model-comparison
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#march-31-2023
convnext_xxlarge.clip_laion2b_soup_ft_in1k	https://huggingface.co/timm/convnext_xxlarge.clip_laion2b_soup_ft_in1k
https://github.com/baaivision/EVA	https://github.com/baaivision/EVA
eva02_large_patch14_448.mim_m38m_ft_in22k_in1k	https://huggingface.co/timm/eva02_large_patch14_448.mim_m38m_ft_in1k
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#march-22-2023
https://github.com/microsoft/FocalNet	https://github.com/microsoft/FocalNet
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#feb-26-2023
model card	https://huggingface.co/laion/CLIP-convnext_xxlarge-laion2B-s34B-b82K-augreg-soup
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#feb-20-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#feb-16-2023
https://arxiv.org/abs/2302.05442	https://arxiv.org/abs/2302.05442
https://arxiv.org/abs/2302.06675	https://arxiv.org/abs/2302.06675
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#feb-7-2023
results	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/blob/main/results
https://github.com/dingmyu/davit	https://github.com/dingmyu/davit
Fredo	https://github.com/fffffgggg54
https://github.com/snap-research/EfficientFormer	https://github.com/snap-research/EfficientFormer
timm/data/_info	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/blob/main/timm/data/_info
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#jan-20-2023
maxvit_xlarge_tf_512.in21k_ft_in1k	https://huggingface.co/timm/maxvit_xlarge_tf_512.in21k_ft_in1k
maxvit_xlarge_tf_384.in21k_ft_in1k	https://huggingface.co/timm/maxvit_xlarge_tf_384.in21k_ft_in1k
maxvit_base_tf_512.in21k_ft_in1k	https://huggingface.co/timm/maxvit_base_tf_512.in21k_ft_in1k
maxvit_large_tf_512.in21k_ft_in1k	https://huggingface.co/timm/maxvit_large_tf_512.in21k_ft_in1k
maxvit_large_tf_384.in21k_ft_in1k	https://huggingface.co/timm/maxvit_large_tf_384.in21k_ft_in1k
maxvit_base_tf_384.in21k_ft_in1k	https://huggingface.co/timm/maxvit_base_tf_384.in21k_ft_in1k
maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k	https://huggingface.co/timm/maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k
maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k	https://huggingface.co/timm/maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k
coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k	https://huggingface.co/timm/coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k
maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k	https://huggingface.co/timm/maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k
maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k	https://huggingface.co/timm/maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k
maxvit_base_tf_512.in1k	https://huggingface.co/timm/maxvit_base_tf_512.in1k
coatnet_2_rw_224.sw_in12k_ft_in1k	https://huggingface.co/timm/coatnet_2_rw_224.sw_in12k_ft_in1k
maxvit_large_tf_512.in1k	https://huggingface.co/timm/maxvit_large_tf_512.in1k
coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k	https://huggingface.co/timm/coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k
maxvit_base_tf_384.in1k	https://huggingface.co/timm/maxvit_base_tf_384.in1k
maxvit_large_tf_384.in1k	https://huggingface.co/timm/maxvit_large_tf_384.in1k
maxvit_small_tf_512.in1k	https://huggingface.co/timm/maxvit_small_tf_512.in1k
maxvit_tiny_tf_512.in1k	https://huggingface.co/timm/maxvit_tiny_tf_512.in1k
maxvit_small_tf_384.in1k	https://huggingface.co/timm/maxvit_small_tf_384.in1k
maxvit_tiny_tf_384.in1k	https://huggingface.co/timm/maxvit_tiny_tf_384.in1k
maxvit_large_tf_224.in1k	https://huggingface.co/timm/maxvit_large_tf_224.in1k
coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k	https://huggingface.co/timm/coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k
maxvit_base_tf_224.in1k	https://huggingface.co/timm/maxvit_base_tf_224.in1k
maxxvit_rmlp_small_rw_256.sw_in1k	https://huggingface.co/timm/maxxvit_rmlp_small_rw_256.sw_in1k
coatnet_rmlp_2_rw_224.sw_in1k	https://huggingface.co/timm/coatnet_rmlp_2_rw_224.sw_in1k
maxvit_rmlp_small_rw_224.sw_in1k	https://huggingface.co/timm/maxvit_rmlp_small_rw_224.sw_in1k
maxvit_small_tf_224.in1k	https://huggingface.co/timm/maxvit_small_tf_224.in1k
maxvit_rmlp_tiny_rw_256.sw_in1k	https://huggingface.co/timm/maxvit_rmlp_tiny_rw_256.sw_in1k
coatnet_1_rw_224.sw_in1k	https://huggingface.co/timm/coatnet_1_rw_224.sw_in1k
maxvit_tiny_rw_224.sw_in1k	https://huggingface.co/timm/maxvit_tiny_rw_224.sw_in1k
maxvit_tiny_tf_224.in1k	https://huggingface.co/timm/maxvit_tiny_tf_224.in1k
coatnet_rmlp_1_rw_224.sw_in1k	https://huggingface.co/timm/coatnet_rmlp_1_rw_224.sw_in1k
maxxvitv2_nano_rw_256.sw_in1k	https://huggingface.co/timm/maxxvitv2_nano_rw_256.sw_in1k
maxxvit_rmlp_nano_rw_256.sw_in1k	https://huggingface.co/timm/maxxvit_rmlp_nano_rw_256.sw_in1k
maxvit_rmlp_nano_rw_256.sw_in1k	https://huggingface.co/timm/maxvit_rmlp_nano_rw_256.sw_in1k
maxvit_nano_rw_256.sw_in1k	https://huggingface.co/timm/maxvit_nano_rw_256.sw_in1k
coatnet_bn_0_rw_224.sw_in1k	https://huggingface.co/timm/coatnet_bn_0_rw_224.sw_in1k
coatnet_0_rw_224.sw_in1k	https://huggingface.co/timm/coatnet_0_rw_224.sw_in1k
coatnet_rmlp_nano_rw_224.sw_in1k	https://huggingface.co/timm/coatnet_rmlp_nano_rw_224.sw_in1k
coatnext_nano_rw_224.sw_in1k	https://huggingface.co/timm/coatnext_nano_rw_224.sw_in1k
coatnet_nano_rw_224.sw_in1k	https://huggingface.co/timm/coatnet_nano_rw_224.sw_in1k
maxvit_rmlp_pico_rw_256.sw_in1k	https://huggingface.co/timm/maxvit_rmlp_pico_rw_256.sw_in1k
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#jan-11-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#jan-6-2023
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#jan-5-2023
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders	http://arxiv.org/abs/2301.00808
https://github.com/facebookresearch/ConvNeXt-V2	https://github.com/facebookresearch/ConvNeXt-V2
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#dec-23-2022-
https://github.com/google-research/big_vision	https://github.com/google-research/big_vision
https://arxiv.org/abs/2212.08013	https://arxiv.org/abs/2212.08013
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#dec-8-2022
https://github.com/baaivision/EVA	https://github.com/baaivision/EVA
link	https://huggingface.co/BAAI/EVA
link	https://huggingface.co/BAAI/EVA
link	https://huggingface.co/BAAI/EVA
link	https://huggingface.co/BAAI/EVA
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#dec-6-2022
https://github.com/baaivision/EVA	https://github.com/baaivision/EVA
https://arxiv.org/abs/2211.07636	https://arxiv.org/abs/2211.07636
link	https://huggingface.co/BAAI/EVA
link	https://huggingface.co/BAAI/EVA
link	https://huggingface.co/BAAI/EVA
link	https://huggingface.co/BAAI/EVA
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#dec-5-2022
0.6.x branch	https://github.com/rwightman/pytorch-image-models/tree/0.6.x
link	https://huggingface.co/timm/vit_huge_patch14_clip_336.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_large_patch14_clip_336.openai_ft_in12k_in1k
link	https://huggingface.co/timm/vit_huge_patch14_clip_224.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_large_patch14_clip_336.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_large_patch14_clip_224.openai_ft_in12k_in1k
link	https://huggingface.co/timm/vit_large_patch14_clip_224.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_large_patch14_clip_224.openai_ft_in1k
link	https://huggingface.co/timm/vit_large_patch14_clip_336.laion2b_ft_in1k
link	https://huggingface.co/timm/vit_huge_patch14_clip_224.laion2b_ft_in1k
link	https://huggingface.co/timm/vit_large_patch14_clip_224.laion2b_ft_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_384.openai_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_384.laion2b_ft_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_384.openai_ft_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_224.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_224.openai_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch32_clip_448.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_224.laion2b_ft_in1k
link	https://huggingface.co/timm/vit_base_patch32_clip_384.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch16_clip_224.openai_ft_in1k
link	https://huggingface.co/timm/vit_base_patch32_clip_384.openai_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch32_clip_224.laion2b_ft_in12k_in1k
link	https://huggingface.co/timm/vit_base_patch32_clip_224.laion2b_ft_in1k
link	https://huggingface.co/timm/vit_base_patch32_clip_224.openai_ft_in1k
https://github.com/google-research/maxvit	https://github.com/google-research/maxvit
link	https://huggingface.co/timm/maxvit_xlarge_tf_512.in21k_ft_in1k
link	https://huggingface.co/timm/maxvit_xlarge_tf_384.in21k_ft_in1k
link	https://huggingface.co/timm/maxvit_base_tf_512.in21k_ft_in1k
link	https://huggingface.co/timm/maxvit_large_tf_512.in21k_ft_in1k
link	https://huggingface.co/timm/maxvit_large_tf_384.in21k_ft_in1k
link	https://huggingface.co/timm/maxvit_base_tf_384.in21k_ft_in1k
link	https://huggingface.co/timm/maxvit_base_tf_512.in1k
link	https://huggingface.co/timm/maxvit_large_tf_512.in1k
link	https://huggingface.co/timm/maxvit_base_tf_384.in1k
link	https://huggingface.co/timm/maxvit_large_tf_384.in1k
link	https://huggingface.co/timm/maxvit_small_tf_512.in1k
link	https://huggingface.co/timm/maxvit_tiny_tf_512.in1k
link	https://huggingface.co/timm/maxvit_small_tf_384.in1k
link	https://huggingface.co/timm/maxvit_tiny_tf_384.in1k
link	https://huggingface.co/timm/maxvit_large_tf_224.in1k
link	https://huggingface.co/timm/maxvit_base_tf_224.in1k
link	https://huggingface.co/timm/maxvit_small_tf_224.in1k
link	https://huggingface.co/timm/maxvit_tiny_tf_224.in1k
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#oct-15-2022
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#oct-10-2022
https://github.com/google-research/maxvit	https://github.com/google-research/maxvit
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#sept-23-2022
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#sept-7-2022
timm docs	https://huggingface.co/docs/hub/timm
https://github.com/microsoft/unilm/tree/master/beit2	https://github.com/microsoft/unilm/tree/master/beit2
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#introduction
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#models
https://arxiv.org/abs/2105.12723	https://arxiv.org/abs/2105.12723
https://arxiv.org/abs/2106.08254	https://arxiv.org/abs/2106.08254
https://arxiv.org/abs/1912.11370	https://arxiv.org/abs/1912.11370
https://arxiv.org/abs/2101.11605	https://arxiv.org/abs/2101.11605
https://arxiv.org/abs/2103.17239	https://arxiv.org/abs/2103.17239
https://arxiv.org/abs/2104.06399	https://arxiv.org/abs/2104.06399
https://arxiv.org/abs/2106.04803	https://arxiv.org/abs/2106.04803
https://arxiv.org/abs/2201.03545	https://arxiv.org/abs/2201.03545
http://arxiv.org/abs/2301.00808	http://arxiv.org/abs/2301.00808
https://arxiv.org/abs/2103.10697	https://arxiv.org/abs/2103.10697
https://arxiv.org/abs/1911.11929	https://arxiv.org/abs/1911.11929
https://arxiv.org/abs/2012.12877	https://arxiv.org/abs/2012.12877
https://arxiv.org/pdf/2204.07118.pdf	https://arxiv.org/pdf/2204.07118.pdf
https://arxiv.org/abs/1608.06993	https://arxiv.org/abs/1608.06993
https://arxiv.org/abs/1707.06484	https://arxiv.org/abs/1707.06484
https://arxiv.org/abs/1707.01629	https://arxiv.org/abs/1707.01629
https://arxiv.org/abs/2206.10589	https://arxiv.org/abs/2206.10589
https://arxiv.org/abs/2206.01191	https://arxiv.org/abs/2206.01191
https://arxiv.org/abs/1911.04252	https://arxiv.org/abs/1911.04252
https://arxiv.org/abs/1911.09665	https://arxiv.org/abs/1911.09665
https://arxiv.org/abs/1905.11946	https://arxiv.org/abs/1905.11946
https://ai.googleblog.com/2019/08/efficientnet-edgetpu-creating.html	https://ai.googleblog.com/2019/08/efficientnet-edgetpu-creating.html
https://arxiv.org/abs/2104.00298	https://arxiv.org/abs/2104.00298
https://arxiv.org/abs/1812.03443	https://arxiv.org/abs/1812.03443
https://arxiv.org/abs/1907.09595	https://arxiv.org/abs/1907.09595
https://arxiv.org/abs/1807.11626	https://arxiv.org/abs/1807.11626
https://arxiv.org/abs/1801.04381	https://arxiv.org/abs/1801.04381
https://arxiv.org/abs/1904.02877	https://arxiv.org/abs/1904.02877
https://arxiv.org/abs/2010.14819	https://arxiv.org/abs/2010.14819
https://arxiv.org/abs/2205.14756	https://arxiv.org/abs/2205.14756
https://arxiv.org/abs/2305.07027	https://arxiv.org/abs/2305.07027
https://arxiv.org/abs/2211.07636	https://arxiv.org/abs/2211.07636
https://arxiv.org/abs/2303.11331	https://arxiv.org/abs/2303.11331
https://arxiv.org/abs/2303.14189	https://arxiv.org/abs/2303.14189
https://arxiv.org/abs/2212.08013	https://arxiv.org/abs/2212.08013
https://arxiv.org/abs/2203.11926	https://arxiv.org/abs/2203.11926
https://arxiv.org/abs/2206.09959	https://arxiv.org/abs/2206.09959
https://arxiv.org/abs/1911.11907	https://arxiv.org/abs/1911.11907
https://arxiv.org/abs/2211.12905	https://arxiv.org/abs/2211.12905
https://arxiv.org/abs/2105.08050	https://arxiv.org/abs/2105.08050
https://arxiv.org/abs/2006.14090	https://arxiv.org/abs/2006.14090
https://arxiv.org/abs/2103.12731	https://arxiv.org/abs/2103.12731
https://arxiv.org/abs/1908.07919	https://arxiv.org/abs/1908.07919
https://arxiv.org/abs/2303.16900	https://arxiv.org/abs/2303.16900
https://arxiv.org/abs/1512.00567	https://arxiv.org/abs/1512.00567
https://arxiv.org/abs/1602.07261	https://arxiv.org/abs/1602.07261
https://arxiv.org/abs/2102.08602	https://arxiv.org/abs/2102.08602
https://arxiv.org/abs/2104.01136	https://arxiv.org/abs/2104.01136
https://arxiv.org/abs/2204.01697	https://arxiv.org/abs/2204.01697
https://arxiv.org/abs/2210.13452	https://arxiv.org/abs/2210.13452
https://arxiv.org/abs/2105.01601	https://arxiv.org/abs/2105.01601
https://arxiv.org/abs/1905.02244	https://arxiv.org/abs/1905.02244
https://arxiv.org/abs/2006.02049	https://arxiv.org/abs/2006.02049
https://arxiv.org/abs/2102.11646	https://arxiv.org/abs/2102.11646
https://arxiv.org/abs/2109.15099	https://arxiv.org/abs/2109.15099
https://arxiv.org/abs/2206.04040	https://arxiv.org/abs/2206.04040
https://arxiv.org/abs/2110.02178	https://arxiv.org/abs/2110.02178
https://arxiv.org/abs/2206.02680	https://arxiv.org/abs/2206.02680
https://arxiv.org/abs/2112.01526	https://arxiv.org/abs/2112.01526
https://arxiv.org/abs/1707.07012	https://arxiv.org/abs/1707.07012
https://arxiv.org/abs/2105.12723	https://arxiv.org/abs/2105.12723
https://arxiv.org/abs/2102.06171	https://arxiv.org/abs/2102.06171
https://arxiv.org/abs/2101.08692	https://arxiv.org/abs/2101.08692
https://arxiv.org/abs/1712.00559	https://arxiv.org/abs/1712.00559
https://arxiv.org/abs/2111.11418	https://arxiv.org/abs/2111.11418
https://arxiv.org/abs/2103.16302	https://arxiv.org/abs/2103.16302
https://arxiv.org/abs/2106.13797	https://arxiv.org/abs/2106.13797
https://arxiv.org/abs/2003.13678	https://arxiv.org/abs/2003.13678
https://arxiv.org/abs/2103.06877	https://arxiv.org/abs/2103.06877
https://arxiv.org/abs/2101.03697	https://arxiv.org/abs/2101.03697
https://arxiv.org/abs/2211.06088	https://arxiv.org/abs/2211.06088
https://arxiv.org/abs/2307.09283	https://arxiv.org/abs/2307.09283
https://arxiv.org/abs/2105.03404	https://arxiv.org/abs/2105.03404
https://arxiv.org/abs/1512.03385	https://arxiv.org/abs/1512.03385
https://arxiv.org/abs/1611.05431	https://arxiv.org/abs/1611.05431
https://arxiv.org/abs/1812.01187	https://arxiv.org/abs/1812.01187
https://arxiv.org/abs/1805.00932	https://arxiv.org/abs/1805.00932
https://arxiv.org/abs/1905.00546	https://arxiv.org/abs/1905.00546
https://arxiv.org/abs/1910.03151v4	https://arxiv.org/abs/1910.03151v4
https://arxiv.org/abs/1709.01507	https://arxiv.org/abs/1709.01507
https://arxiv.org/abs/2103.07579	https://arxiv.org/abs/2103.07579
https://arxiv.org/abs/1904.01169	https://arxiv.org/abs/1904.01169
https://arxiv.org/abs/2004.08955	https://arxiv.org/abs/2004.08955
https://arxiv.org/abs/2007.00992	https://arxiv.org/abs/2007.00992
https://arxiv.org/abs/1907.00837	https://arxiv.org/abs/1907.00837
https://arxiv.org/abs/1903.06586	https://arxiv.org/abs/1903.06586
https://arxiv.org/abs/2205.01972	https://arxiv.org/abs/2205.01972
https://arxiv.org/abs/2111.14725	https://arxiv.org/abs/2111.14725
https://arxiv.org/abs/2103.14030	https://arxiv.org/abs/2103.14030
https://arxiv.org/abs/2111.09883	https://arxiv.org/abs/2111.09883
https://arxiv.org/abs/2103.00112	https://arxiv.org/abs/2103.00112
https://arxiv.org/abs/2003.13630	https://arxiv.org/abs/2003.13630
https://arxiv.org/pdf/2104.13840.pdf	https://arxiv.org/pdf/2104.13840.pdf
https://arxiv.org/abs/2104.12533	https://arxiv.org/abs/2104.12533
https://arxiv.org/abs/2010.11929	https://arxiv.org/abs/2010.11929
https://arxiv.org/abs/2106.13112	https://arxiv.org/abs/2106.13112
https://arxiv.org/abs/1911.06667	https://arxiv.org/abs/1911.06667
https://arxiv.org/abs/1610.02357	https://arxiv.org/abs/1610.02357
https://arxiv.org/abs/1802.02611	https://arxiv.org/abs/1802.02611
https://arxiv.org/abs/1802.02611	https://arxiv.org/abs/1802.02611
https://arxiv.org/abs/2106.09681	https://arxiv.org/abs/2106.09681
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#features
documentation	https://huggingface.co/docs/timm/feature_extraction
documentation	https://huggingface.co/docs/timm/feature_extraction
reference training, validation, and inference scripts	https://huggingface.co/docs/timm/training_script
https://github.com/cypw/DPNs	https://github.com/cypw/DPNs
AllenNLP schedulers	https://github.com/allenai/allennlp/tree/master/allennlp/training/learning_rate_schedulers
FAIRseq lr_scheduler	https://github.com/pytorch/fairseq/tree/master/fairseq/optim/lr_scheduler
https://arxiv.org/abs/1608.03983	https://arxiv.org/abs/1608.03983
Liyuan Liu	https://github.com/LiyuanLucasLiu/RAdam
https://arxiv.org/abs/1908.03265	https://arxiv.org/abs/1908.03265
Masashi Kimura	https://github.com/convergence-lab/novograd
https://arxiv.org/abs/1905.11286	https://arxiv.org/abs/1905.11286
Liam	https://github.com/alphadl/lookahead.pytorch
https://arxiv.org/abs/1907.08610	https://arxiv.org/abs/1907.08610
NVIDIA Apex	https://github.com/NVIDIA/apex/tree/master/apex/optimizers
Naver ClovAI	https://github.com/clovaai
https://arxiv.org/abs/2006.08217	https://arxiv.org/abs/2006.08217
FAIRSeq impl	https://github.com/pytorch/fairseq/blob/master/fairseq/optim/adafactor.py
https://arxiv.org/abs/1804.04235	https://arxiv.org/abs/1804.04235
David Samuel	https://github.com/davda54/ada-hessian
https://arxiv.org/abs/2006.00719	https://arxiv.org/abs/2006.00719
Zhun Zhong	https://github.com/zhunzhong07/Random-Erasing/blob/master/transforms.py
https://arxiv.org/abs/1708.04896	https://arxiv.org/abs/1708.04896
https://arxiv.org/abs/1710.09412	https://arxiv.org/abs/1710.09412
https://arxiv.org/abs/1905.04899	https://arxiv.org/abs/1905.04899
https://arxiv.org/abs/1805.09501	https://arxiv.org/abs/1805.09501
https://arxiv.org/abs/1909.13719	https://arxiv.org/abs/1909.13719
https://github.com/tensorflow/tpu/blob/master/models/official/efficientnet/autoaugment.py	https://github.com/tensorflow/tpu/blob/master/models/official/efficientnet/autoaugment.py
https://arxiv.org/abs/1912.02781	https://arxiv.org/abs/1912.02781
https://arxiv.org/abs/1603.09382	https://arxiv.org/abs/1603.09382
https://arxiv.org/abs/1810.12890	https://arxiv.org/abs/1810.12890
https://arxiv.org/abs/1904.11486	https://arxiv.org/abs/1904.11486
mrT23	https://github.com/mrT23/TResNet/blob/master/src/models/tresnet/layers/space_to_depth.py
https://arxiv.org/abs/1801.04590	https://arxiv.org/abs/1801.04590
https://arxiv.org/abs/2102.06171	https://arxiv.org/abs/2102.06171
https://github.com/deepmind/deepmind-research/tree/master/nfnets	https://github.com/deepmind/deepmind-research/tree/master/nfnets
https://arxiv.org/abs/2101.11605	https://arxiv.org/abs/2101.11605
https://arxiv.org/abs/1807.06521	https://arxiv.org/abs/1807.06521
https://arxiv.org/abs/1911.06667	https://arxiv.org/abs/1911.06667
https://arxiv.org/abs/1910.03151	https://arxiv.org/abs/1910.03151
https://arxiv.org/abs/1810.12348	https://arxiv.org/abs/1810.12348
https://arxiv.org/abs/1904.11492	https://arxiv.org/abs/1904.11492
https://arxiv.org/abs/2103.12731	https://arxiv.org/abs/2103.12731
https://arxiv.org/abs/2103.06255	https://arxiv.org/abs/2103.06255
https://arxiv.org/abs/2102.08602	https://arxiv.org/abs/2102.08602
https://arxiv.org/abs/1711.07971	https://arxiv.org/abs/1711.07971
https://arxiv.org/abs/1709.01507	https://arxiv.org/abs/1709.01507
https://arxiv.org/abs/1903.06586	https://arxiv.org/abs/1903.06586
https://arxiv.org/abs/2004.08955	https://arxiv.org/abs/2004.08955
https://arxiv.org/abs/2103.14030	https://arxiv.org/abs/2103.14030
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#results
results tables	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/blob/main/results/README.md
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#getting-started-documentation
https://huggingface.co/docs/hub/timm	https://huggingface.co/docs/hub/timm
Getting Started with PyTorch Image Models (timm): A Practitioner’s Guide	https://towardsdatascience.com/getting-started-with-pytorch-image-models-timm-a-practitioners-guide-4e77b4bf9055
Chris Hughes	https://github.com/Chris-hughes10
timmdocs	http://timm.fast.ai/
Aman Arora	https://github.com/amaarora
paperswithcode	https://paperswithcode.com/lib/timm
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#train-validation-inference-scripts
documentation	https://huggingface.co/docs/timm/training_script
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#awesome-pytorch-resources
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#object-detection-instance-and-semantic-segmentation
https://github.com/facebookresearch/detectron2	https://github.com/facebookresearch/detectron2
https://github.com/qubvel/segmentation_models.pytorch	https://github.com/qubvel/segmentation_models.pytorch
https://github.com/rwightman/efficientdet-pytorch	https://github.com/rwightman/efficientdet-pytorch
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#computer-vision--image-augmentation
https://github.com/albumentations-team/albumentations	https://github.com/albumentations-team/albumentations
https://github.com/kornia/kornia	https://github.com/kornia/kornia
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#knowledge-distillation
https://github.com/HobbitLong/RepDistiller	https://github.com/HobbitLong/RepDistiller
https://github.com/yoshitomo-matsubara/torchdistill	https://github.com/yoshitomo-matsubara/torchdistill
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#metric-learning
https://github.com/KevinMusgrave/pytorch-metric-learning	https://github.com/KevinMusgrave/pytorch-metric-learning
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#training--frameworks
https://github.com/fastai/fastai	https://github.com/fastai/fastai
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#licenses
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#code
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#pretrained-weights
https://image-net.org/download	https://image-net.org/download
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#pretrained-on-more-than-imagenet
https://github.com/facebookresearch/semi-supervised-ImageNet1K-models	https://github.com/facebookresearch/semi-supervised-ImageNet1K-models
https://github.com/facebookresearch/WSL-Images	https://github.com/facebookresearch/WSL-Images
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#citing
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#bibtex
	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#latest-doi
	https://zenodo.org/badge/latestdoi/168799526
huggingface.co/docs/timm	https://huggingface.co/docs/timm
Readme	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#readme-ov-file
Apache-2.0 license	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models#Apache-2.0-1-ov-file
Please reload this page	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models
Activity	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/activity
Custom properties	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/custom-properties
0 forks	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FAlgorithm-learning-community-for-python%2Fpytorch-image-models&report=Algorithm-learning-community-for-python+%28user%29
Releases	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/releases
Packages 0	https://github.com/orgs/Algorithm-learning-community-for-python/packages?repo_name=pytorch-image-models
Please reload this page	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models
Contributors	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models/graphs/contributors
Please reload this page	https://github.com/Algorithm-learning-community-for-python/pytorch-image-models
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Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
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Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
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