rasbt / comparing-automatic-augmentation-blogLinks
Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment
☆30Updated 2 years ago
Alternatives and similar repositories for comparing-automatic-augmentation-blog
Users that are interested in comparing-automatic-augmentation-blog are comparing it to the libraries listed below
Sorting:
- Adversarial examples to the new ConvNeXt architecture☆20Updated 3 years ago
- Implementing DropPath/StochasticDepth in PyTorch☆16Updated 3 years ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 3 years ago
- An open source implementation of CLIP.☆32Updated 2 years ago
- ☆36Updated 3 years ago
- (unofficial) - customized fork of DETR, optimized for intelligent obj detection on 'real world' custom datasets☆12Updated 5 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Updated 5 years ago
- Python Tools for Visual Dataset Transformation☆28Updated 2 weeks ago
- Large dataset storage format for Pytorch☆45Updated 4 years ago
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Updated 4 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆45Updated 2 years ago
- TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).☆53Updated 3 years ago
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- Directed masked autoencoders☆14Updated 2 years ago
- Includes additional materials for the following keras.io blog post.☆12Updated 4 years ago
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- LightCollections⚡️: Ready-to-use implementations such as `LightningModules` for various computer vision papers.☆23Updated 2 years ago
- Implementation of semi-supervised learning using PyTorch Lightning☆14Updated last year
- PRIME: A Few Primitives Can Boost Robustness to Common Corruptions☆42Updated 2 years ago
- A PyTorch Dataset that caches samples in shared memory, accessible globally to all processes☆21Updated 3 years ago
- ☆15Updated 4 years ago
- Official Pytorch implementation of the paper: "Locally Shifted Attention With Early Global Integration"☆15Updated 3 years ago
- Pytorch cyclic cosine decay learning rate scheduler☆49Updated 4 years ago
- Repository for the paper Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning☆36Updated 2 years ago
- Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorch☆39Updated 3 years ago
- ViT trained on COYO-Labeled-300M dataset☆32Updated 2 years ago
- Contains my experiments with the `big_vision` repo to train ViTs on ImageNet-1k.☆22Updated 2 years ago
- Little article showing how to load pytorch's models with linear memory consumption☆34Updated 2 years ago
- Official PyTorch code for U-Noise: Learnable Noise Masks for Interpretable Image Segmentation (ICIP 2021)☆41Updated 3 years ago
- Implements MLP-Mixer (https://arxiv.org/abs/2105.01601) with the CIFAR-10 dataset.☆57Updated 3 years ago