bentrevett / pytorch-image-classificationLinks
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
☆1,036Updated 3 years ago
Alternatives and similar repositories for pytorch-image-classification
Users that are interested in pytorch-image-classification are comparing it to the libraries listed below
Sorting:
- Clean, scalable and easy to use ResNet implementation in Pytorch☆212Updated 5 years ago
- PyTorch Computer Vision Cookbook, Published by Packt☆312Updated 2 years ago
- PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet☆1,417Updated 3 years ago
- A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.☆908Updated last year
- Early stopping for PyTorch☆1,265Updated 9 months ago
- In-depth tutorials for implementing deep learning models on your own with PyTorch.☆1,549Updated last year
- Some custom dataset examples for PyTorch☆869Updated 5 years ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,210Updated 3 years ago
- A Pytorch Computer Vision template to quick start your next project! 🚀🚀☆355Updated last year
- Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation☆865Updated last year
- My assignment solutions for CS231n - Convolutional Neural Networks for Visual Recognition☆481Updated 2 years ago
- Learning and Building Convolutional Neural Networks using PyTorch☆214Updated 3 years ago
- Implementing Vi(sion)T(transformer)☆433Updated 2 years ago
- Paper implementations from scratch and machine learning tutorials☆348Updated last year
- List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and …☆1,646Updated last year
- A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.☆2,315Updated last month
- Pytorch Implementation of AlexNet☆209Updated last year
- Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, Apptainer, and more.☆856Updated 2 months ago
- Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-…☆2,251Updated this week
- Augmentations usage examples for albumentations library☆438Updated 4 months ago
- SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection☆3,109Updated last year
- High-quality Neural Networks for Computer Vision 😎☆447Updated 2 years ago
- PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.☆265Updated 5 years ago
- Basic implementation of ResNet 50, 101, 152 in PyTorch☆111Updated 3 years ago
- FrancescoSaverioZuppichini / Pytorch-how-and-when-to-use-Module-Sequential-ModuleList-and-ModuleDictCode for my medium article☆372Updated 4 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,086Updated 8 months ago
- Modern Computer Vision with PyTorch, published by Packt☆846Updated 3 months ago
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,070Updated 3 years ago
- Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,…☆4,604Updated last year
- Personal short implementations of Machine Learning papers☆249Updated last year