Alternatives and similar repositories for fast-autoaugment

Users that are interested in fast-autoaugment are comparing it to the libraries listed below

• DeepVoltaire / AutoAugment
  Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
  ☆1,494Updated 2 years ago
• clovaai / CutMix-PyTorch
  Official Pytorch implementation of CutMix regularizer
  ☆1,246Updated 5 years ago
• google-research / augmix
  AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
  ☆986Updated 6 months 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
• ildoonet / pytorch-randaugment
  Unofficial PyTorch Reimplementation of RandAugment.
  ☆638Updated 2 years ago
• ildoonet / pytorch-gradual-warmup-lr
  Gradually-Warmup Learning Rate Scheduler for PyTorch
  ☆992Updated last year
• facebookresearch / pycls
  Codebase for Image Classification Research, written in PyTorch.
  ☆2,168Updated last year
• rwightman / gen-efficientnet-pytorch
  Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
  ☆1,584Updated last year
• facebookresearch / mixup-cifar10
  mixup: Beyond Empirical Risk Minimization
  ☆1,197Updated 4 years ago
• adobe / antialiased-cnns
  pip install antialiased-cnns to improve stability and accuracy
  ☆1,677Updated last year
• timgaripov / swa
  Stochastic Weight Averaging in PyTorch
  ☆977Updated 4 years ago
• google-research / noisystudent
  Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
  ☆765Updated 4 years ago
• kazuto1011 / grad-cam-pytorch
  PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)
  ☆800Updated 5 years ago
• vacancy / Synchronized-BatchNorm-PyTorch
  Synchronized Batch Normalization implementation in PyTorch.
  ☆1,500Updated 4 years ago
• zhmiao / OpenLongTailRecognition-OLTR
  Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
  ☆867Updated 3 years ago
• google-research / big_transfer
  Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
  ☆1,536Updated last year
• lucidrains / lambda-networks
  Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
  ☆1,530Updated 5 years ago
• arcelien / pba
  Efficient Learning of Augmentation Policy Schedules
  ☆508Updated 6 years ago
• miguelvr / dropblock
  Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.
  ☆596Updated 5 years ago
• zhanghang1989 / PyTorch-Encoding
  A CV toolkit for my papers.
  ☆2,048Updated 11 months ago
• bearpaw / pytorch-classification
  Classification with PyTorch.
  ☆1,747Updated last year
• facebookresearch / WSL-Images
  Weakly Supervised Learning On Images
  ☆602Updated 4 years ago
• szq0214 / MEAL-V2
  MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
  ☆699Updated 3 years ago
• Lyken17 / Efficient-PyTorch
  My best practice of training large dataset using PyTorch.
  ☆1,107Updated last year
• tanglang96 / DataLoaders_DALI
  PyTorch DataLoaders implemented with DALI for accelerating image preprocessing
  ☆885Updated 5 years ago
• mapillary / inplace_abn
  In-Place Activated BatchNorm for Memory-Optimized Training of DNNs
  ☆1,334Updated 5 months ago
• Yonghongwei / Gradient-Centralization
  A New Optimization Technique for Deep Neural Networks
  ☆541Updated 3 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
• joe-siyuan-qiao / WeightStandardization
  Standardizing weights to accelerate micro-batch training
  ☆550Updated 3 years ago
• google-research / mixmatch
  ☆1,145Updated 2 years ago