vision-transformer-models

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huggingface /pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

optimizer pytorch imagenet image-classification resnet pretrained-models mixnet pretrained-weights distributed-training mobilenet-v2 mobile-deep-learning mobilenetv3 efficientnet augmix randaugment nfnets normalization-free-training vision-transformer-models convnext maxvit

UpdatedDec 16, 2025
Python

yang-ruixin /PyTorch-Image-Models-Multi-Label-Classification

Star128

Multi-label classification based on timm.

pytorch densenet resnet transfer-learning pretrained-models multi-label-classification multi-task mixnet multi-label pretrained-weights multi-task-learning imagenet-classifier mnasnet mobilenetv3 efficientnet hrnet regnet gradient-centralization vision-transformer-models timm

UpdatedSep 13, 2021
Jupyter Notebook

anyantudre /Florence-2-Vision-Language-Model

Star127

Florence-2 is a novel vision foundation model with a unified, prompt-based representation for a variety of computer vision and vision-language tasks.

computer-vision deep-learning huggingface vision-language vision-transformer vision-transformer-models vision-language-model florence-2

UpdatedJul 3, 2024
Jupyter Notebook

yang-ruixin /pytorch-image-models-with-simclr

Star38

Multi-label classification based on timm, and add SimCLR to timm.

pytorch semi-supervised-learning transfer-learning pretrained-models multi-label-classification multi-task mixnet multi-label pretrained-weights multi-task-learning semi-supervised imagenet-classifier self-supervised self-supervised-learning mobilenetv3 efficientnet simclr gradient-centralization vision-transformer-models timm

UpdatedSep 13, 2021
Jupyter Notebook

TianyiFranklinWang /MedFM_Submission_Only

Sponsor

Star2

Solution for NeurIPS 2023 - MedFM Challenge

python machine-learning machine-learning-algorithms pytorch artificial-intelligence image-classification image-classifier transfer-learning fine-tuning finetuning vision-transformer vision-transformer-models foundation-models medical-image-classification vision-transformer-image-classification foundation-model neurips-2023 medfm medfm-competition

UpdatedSep 22, 2023
Python

hadar-hai /vit-vs-cnn-on-elephants

Star0

This project focuses on evaluating Convolutional Neural Networks (CNN) and Vision Transformers (ViT) for image classification tasks, specifically distinguishing between Asian elephants and African elephants.

computer-vision deep-learning pytorch image-classification cnn-model cnn-classification machine-learnign vision-transformer vision-transformers vision-transformer-models vision-transformer-image-classification