bentrevett / pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
☆1,018Updated 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
- Some custom dataset examples for PyTorch☆866Updated 5 years ago
- PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet☆1,400Updated 3 years ago
- A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.☆898Updated last year
- High-quality Neural Networks for Computer Vision 😎☆445Updated 2 years ago
- A PyTorch implementation of EfficientNet☆8,070Updated 3 years ago
- PyTorch Computer Vision Cookbook, Published by Packt☆308Updated 2 years ago
- Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,…☆4,496Updated 9 months ago
- Clean, scalable and easy to use ResNet implementation in Pytorch☆205Updated 5 years ago
- A learning rate range test implementation in PyTorch☆953Updated 4 months ago
- Paper implementations from scratch and machine learning tutorials☆348Updated last year
- Pytorch implementation of convolutional neural network visualization techniques☆8,000Updated 3 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-…☆2,161Updated last week
- In-depth tutorials for implementing deep learning models on your own with PyTorch.☆1,538Updated last year
- Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.☆5,525Updated last year
- A curated list of deep learning image classification papers and codes☆2,936Updated 2 years ago
- 95.47% on CIFAR10 with PyTorch☆6,154Updated 2 years ago
- Implementing Vi(sion)T(transformer)☆412Updated 2 years ago
- Siamese and triplet networks with online pair/triplet mining in PyTorch☆3,134Updated last year
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,200Updated 3 years ago
- Learning and Building Convolutional Neural Networks using PyTorch☆209Updated 3 years ago
- Semantic segmentation models, datasets and losses implemented in PyTorch.☆1,762Updated last month
- Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)☆2,022Updated 2 years ago
- A Pytorch Computer Vision template to quick start your next project! 🚀🚀☆352Updated 8 months ago
- Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation☆856Updated last year
- FrancescoSaverioZuppichini / Pytorch-how-and-when-to-use-Module-Sequential-ModuleList-and-ModuleDictCode for my medium article☆370Updated 4 years ago
- Augmentations usage examples for albumentations library☆434Updated 2 months ago
- Data Augmentation For Object Detection☆1,145Updated 5 years ago
- List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and …☆1,632Updated 8 months ago
- A journey into Convolutional Neural Network visualization☆267Updated 6 years ago
- Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)☆3,481Updated 3 months ago