Autoaugment Alternatives

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
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Alternatives To DeepVoltaire/AutoAugment
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
facebookarchive/fb.resnet.torch 1,945 0 0 over 6 years ago 0 61 other Lua
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
DeepVoltaire/AutoAugment 1,382 0 0 almost 3 years ago 0 2 mit Jupyter Notebook
Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
kakaobrain/fast-autoaugment 1,358 0 0 almost 5 years ago 0 22 mit Python
Official Implementation of 'Fast AutoAugment' in PyTorch.
mit-han-lab/data-efficient-gans 1,231 0 0 over 2 years ago 0 25 bsd-2-clause Python
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
clovaai/CutMix-PyTorch 611 0 0 over 5 years ago 0 2 mit Python
Official Pytorch implementation of CutMix regularizer
google-research/augmix 588 0 0 over 5 years ago 0 0 apache-2.0 Python
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
ildoonet/pytorch-randaugment 557 0 0 about 3 years ago 0 19 mit Python
Unofficial PyTorch Reimplementation of RandAugment.
google-research/fixmatch 550 0 0 over 5 years ago 0 6 apache-2.0 Python
A simple method to perform semi-supervised learning with limited data.
blackfeather-wang/ISDA-for-Deep-Networks 409 0 0 almost 5 years ago 0 4 Python
An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.
Philip-Bachman/amdim-public 285 0 0 almost 6 years ago 0 8 mit Python
Public repo for Augmented Multiscale Deep InfoMax representation learning
Alternatives To DeepVoltaire/AutoAugment
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