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microsoft /torchgeo

Star3.5k

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

computer-vision deep-learning geospatial models pytorch remote-sensing satellite-imagery datasets earth-observation transforms torchvision

UpdatedJul 18, 2025
Python

TylerYep /torchinfo

Sponsor

Star2.8k

View model summaries in PyTorch!

visualization python keras torch pytorch torchvision torchsummary torch-summary torchinfo

UpdatedJul 14, 2025
Python

sthalles /SimCLR

Star2.4k

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

machine-learning deep-learning pytorch representation-learning unsupervised-learning contrastive-loss torchvision pytorch-implementation simclr

UpdatedMar 4, 2024
Jupyter Notebook

bigmb /Unet-Segmentation-Pytorch-Nest-of-Unets

Star2.1k

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

torch python3 pytorch segmentation unet tensorvision imagesegmentation torchvision

UpdatedNov 28, 2022
Python

bentrevett /pytorch-image-classification

Star1k

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

tutorial cnn pytorch vgg lenet image-classification resnet alexnet convolutional-networks convolutional-neural-networks convolutional-neural-network pytorch-tutorial pytorch-tutorials pytorch-cnn pytorch-implmention torchvision pytorch-implementation

UpdatedDec 28, 2021
Jupyter Notebook

Qengineering /Jetson-Nano-Ubuntu-20-image

Star836

Jetson Nano with Ubuntu 20.04 image

opencv deep-learning tensorflow cuda torch pytorch tensorrt sd-card-image torchvision jetson-nano ubuntu2004 team-viewer

UpdatedJan 21, 2025

huyvnphan /PyTorch_CIFAR10

Star676

Pretrained TorchVision models on CIFAR10 dataset (with weights)

computer-vision pytorch deeplearning pretrained-models cifar10 pretrained-weights torchvision

UpdatedJun 24, 2023
Python

tomas-gajarsky /facetorch

Sponsor

Star581

Python library for analysing faces using PyTorch

machine-learning computer-vision deep-learning docker-compose pytorch neural-networks face-detection image-analysis facial-expression-recognition facial-detection face-verification 3d-face-alignment facial-landmarks facial-action-units torchvision conda-forge pypi-package deepfake-detection torchscript facial-landmarks-detection

UpdatedMay 24, 2025
Python

dougbrion /pytorch-classification-uncertainty

Star478

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

paper pytorch uncertainty mnist classification mnist-classification uncertainty-neural-networks torchvision evidential-deep-learning dirichlet-distributions

UpdatedJan 2, 2024
Python

Project-Babble /ProjectBabble

Star451

A DIY mouth tracking method for VR

unity torch torchvision mouth-tracking

UpdatedMay 20, 2025
Python

sshuair /torchsat

Star398

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

deep-learning satellite pytorch remote-sensing classification satellite-imagery semantic-segmentation data-augmentation torchvision

UpdatedAug 30, 2020
Python

YeexiaoZheng /Multimodal-Sentiment-Analysis

Star316

多模态情感分析——基于BERT+ResNet的多种融合方法

pytorch transformer attention multimodal-sentiment-analysis multimodal torchvision

UpdatedNov 20, 2022
Python

moabitcoin /ig65m-pytorch

Star265

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

machine-learning pytorch action-recognition deeplearnig torchvision

UpdatedDec 7, 2019
Python

xlite-dev /torchlm

Star261

💎An easy-to-use PyTorch library for face landmarks detection: training, evaluation, inference, and 100+ data augmentations.🎉

heatmap regression pip data-augmentation face-landmarks mobilenet shufflenet torchvision albumentations yolov5 yolox yolov6 yolov7 pipnet

UpdatedJul 16, 2025
Python

Coloquinte /torchSR

Star204

Super Resolution datasets and models in Pytorch

pytorch datasets rdn vdsr superresolution edsr torchvision rcan

UpdatedDec 23, 2023
Python

qanastek /HugsVision

Star197

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

machine-learning computer-vision deep-learning transformers pytorch yolo image-classification image-generation object-detection vit pretrained-models semantic-segmentation bert state-of-the-art torchvision pythorch huggingface pytorch-transformers detr deit

UpdatedAug 13, 2023
Jupyter Notebook

hityzy1122 /opencv_transforms_torchvision

Star195

opencv reimplement for transforms in torchvision

opencv pillow pytorch torchvision

UpdatedOct 3, 2023
Python

WillBrennan /SemanticSegmentation

Star189

A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation

cats computer-vision birds pizza pytorch coco segmentation skin-segmentation semantic-segmentation skin-detection labelme torchvision bisenet bisenetv2 pizza-toppings labelme-annotations

UpdatedOct 21, 2023
Python

unknownue /PyTorch.docs

Star154

Offline documentation built from official PyTorch release

documentation offline numpy pytorch torchvision

UpdatedNov 5, 2023
HTML

Qengineering /Jetson-Nano-image

Star138

Jetson Nano image with deep learning frameworks

opencv deep-learning tensorflow cuda torch pytorch tegra mnn sd-card-image ncnn torchvision jetson-nano team-viewer

UpdatedNov 20, 2024

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