barisozmen / deepaugment
Discover augmentation strategies tailored for your dataset
☆247Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for deepaugment
- Efficient Learning of Augmentation Policy Schedules☆505Updated 5 years ago
- Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.☆124Updated 3 years ago
- A specially designed light version of Fast AutoAugment☆171Updated 4 years ago
- Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras☆167Updated 4 years ago
- Mish Deep Learning Activation Function for PyTorch / FastAI☆160Updated 4 years ago
- Semi-supervised ImageNet1K models☆241Updated 5 years ago
- A Pytorch implementation of Fast AutoAugment and EfficientNet☆119Updated 5 years ago
- Keras Implementation of EfficientNets☆187Updated 4 years ago
- Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'☆332Updated 3 years ago
- An implementation of "mixup: Beyond Empirical Risk Minimization"☆284Updated 7 years ago
- A simpler version of the self-attention layer from SAGAN, and some image classification results.☆211Updated 5 years ago
- Over9000 optimizer☆425Updated last year
- High-level batteries-included neural network training library for Pytorch☆398Updated 2 years ago
- Pretrained bag-of-local-features neural networks☆312Updated 5 years ago
- A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."☆309Updated 4 years ago
- A basic ensemble method for object detection. Given bounding boxes from multiple object detectors, output a single cohesive set of boundi…☆162Updated 6 years ago
- PyTorch implementation of AutoAugment.☆157Updated 4 years ago
- PyTorch implementation of PNASNet-5 on ImageNet☆317Updated 2 years ago
- A journey into Convolutional Neural Network visualization☆265Updated 5 years ago
- Visualisation tool for CNNs in pytorch☆253Updated last year
- Gradient based receptive field estimation for Convolutional Neural Networks☆335Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆980Updated 3 months ago
- The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6☆483Updated 4 years ago
- Weakly Supervised Learning On Images☆599Updated 3 years ago
- AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch☆309Updated 4 years ago
- Comparison of famous convolutional neural network models☆321Updated 5 years ago
- Implementation of One-Cycle Learning rate policy (adapted from Fast.ai lib)☆285Updated 4 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,596Updated 3 years ago
- A machine learning experiment☆182Updated 7 years ago
- Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs☆116Updated 5 years ago