Alternatives and similar repositories for augmix

Users that are interested in augmix are comparing it to the libraries listed below

• google-research / noisystudent
  Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
  ☆764Updated 4 years ago
• ildoonet / pytorch-randaugment
  Unofficial PyTorch Reimplementation of RandAugment.
  ☆638Updated 2 years ago
• kakaobrain / fast-autoaugment
  Official Implementation of 'Fast AutoAugment' in PyTorch.
  ☆1,613Updated 4 years ago
• facebookresearch / mixup-cifar10
  mixup: Beyond Empirical Risk Minimization
  ☆1,197Updated 4 years ago
• clovaai / CutMix-PyTorch
  Official Pytorch implementation of CutMix regularizer
  ☆1,246Updated 5 years ago
• facebookresearch / odin
  A simple and effective method for detecting out-of-distribution images in neural networks.
  ☆539Updated 4 years ago
• facebookresearch / FixRes
  This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423
  ☆1,045Updated 4 years ago
• DeepVoltaire / AutoAugment
  Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
  ☆1,494Updated 2 years ago
• rgeirhos / texture-vs-shape
  Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improv…
  ☆808Updated 2 years ago
• imbue-ai / self_supervised
  A Pytorch-Lightning implementation of self-supervised algorithms
  ☆545Updated 3 years ago
• hendrycks / robustness
  Corruption and Perturbation Robustness (ICLR 2019)
  ☆1,116Updated 3 years ago
• ecs-vlc / FMix
  Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'
  ☆340Updated 4 years ago
• timgaripov / swa
  Stochastic Weight Averaging in PyTorch
  ☆975Updated 4 years ago
• rgeirhos / Stylized-ImageNet
  Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)
  ☆524Updated last month
• KevinMusgrave / powerful-benchmarker
  A library for ML benchmarking. It's powerful.
  ☆439Updated last year
• facebookresearch / fair_self_supervision_benchmark
  Scaling and Benchmarking Self-Supervised Visual Representation Learning
  ☆587Updated 4 years ago
• uoguelph-mlrg / Cutout
  2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552
  ☆555Updated 5 years ago
• PistonY / torch-toolbox
  🛠 Toolbox to extend PyTorch functionalities
  ☆420Updated last year
• zhmiao / OpenLongTailRecognition-OLTR
  Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
  ☆867Updated 3 years ago
• vikasverma1077 / manifold_mixup
  Code for reproducing Manifold Mixup results (ICML 2019)
  ☆495Updated last year
• MisaOgura / flashtorch
  Visualization toolkit for neural networks in PyTorch! Demo -->
  ☆743Updated 2 years ago
• yukimasano / self-label
  Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)
  ☆546Updated last year
• joe-siyuan-qiao / WeightStandardization
  Standardizing weights to accelerate micro-batch training
  ☆549Updated 3 years ago
• facebookresearch / TorchRay
  Understanding Deep Networks via Extremal Perturbations and Smooth Masks
  ☆348Updated 5 years ago
• Yonghongwei / Gradient-Centralization
  A New Optimization Technique for Deep Neural Networks
  ☆540Updated 3 years ago
• arcelien / pba
  Efficient Learning of Augmentation Policy Schedules
  ☆508Updated 6 years ago
• google-research / big_transfer
  Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
  ☆1,537Updated last year
• Confusezius / Revisiting_Deep_Metric_Learning_PyTorch
  (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…
  ☆345Updated 3 years ago
• google-research / fixmatch
  A simple method to perform semi-supervised learning with limited data.
  ☆1,193Updated last year
• ssnl / dataset-distillation
  Open-source code for paper "Dataset Distillation"
  ☆817Updated 6 months ago