timm includes the most popular convolutional and vision transformer models, many with new weights from updated training recipes.
PyTorch Image Models
AI & ML interests
Computer Vision
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timm
PyTorch Image Models (timm
) is a collection of image models, layers, utilities, optimizers, schedulers, data-loaders / augmentations, and reference training / validation scripts that aim to pull together a wide variety of SOTA models with ability to reproduce ImageNet training results.
- Find all the timm models here.
- timm github repository
- timm documentation 📚
Collections
12
The 20 best models on ImageNet-1k validation set, all pretrained on datasets larger than ImageNet and fine-tuned on ImageNet-1k.
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timm/eva02_large_patch14_448.mim_m38m_ft_in22k_in1k
Image Classification • Updated • 2.75k • 7 -
timm/eva02_large_patch14_448.mim_in22k_ft_in22k_in1k
Image Classification • Updated • 2.6k • 1 -
timm/eva_giant_patch14_560.m30m_ft_in22k_in1k
Image Classification • Updated • 1.14k • 1 -
timm/eva02_large_patch14_448.mim_m38m_ft_in1k
Image Classification • Updated • 1.17k • 9
models
1284
timm/vit_xsmall_patch16_clip_224.tinyclip_yfcc15m
Zero-Shot Image Classification
•
Updated
•
94
timm/vit_betwixt_patch32_clip_224.tinyclip_laion400m
Zero-Shot Image Classification
•
Updated
•
101
timm/vit_medium_patch32_clip_224.tinyclip_laion400m
Zero-Shot Image Classification
•
Updated
•
91
timm/vit_medium_patch16_clip_224.tinyclip_yfcc15m
Zero-Shot Image Classification
•
Updated
•
90
timm/hgnetv2_b6.ssld_stage2_ft_in1k
Image Classification
•
Updated
•
299
timm/hgnetv2_b6.ssld_stage1_in22k_in1k
Image Classification
•
Updated
•
262
timm/hgnetv2_b5.ssld_stage2_ft_in1k
Image Classification
•
Updated
•
260
timm/hgnetv2_b5.ssld_stage1_in22k_in1k
Image Classification
•
Updated
•
247
timm/hgnetv2_b4.ssld_stage2_ft_in1k
Image Classification
•
Updated
•
1.38k
timm/hgnetv2_b4.ssld_stage1_in22k_in1k
Image Classification
•
Updated
•
216
datasets
13
timm/imagenet-22k-wds
Preview
•
Updated
•
2
timm/imagenet-12k-wds
Updated
•
3
timm/imagenet-w21-webp-wds
Updated
•
4
•
2
timm/imagenet-w21-wds
Preview
•
Updated
•
60
•
3
timm/imagenet-1k-wds
Updated
•
306
•
5
timm/imagenet-w21-p
Viewer
•
Updated
•
1
timm/eurosat-rgb
Viewer
•
Updated
•
10
timm/resisc45
Viewer
•
Updated
•
37
timm/oxford-iiit-pet
Viewer
•
Updated
•
520
•
3
timm/objectnet-720p-in1k
Viewer
•
Updated