Implementation of the mixup training method
☆469Jun 12, 2018Updated 7 years ago
Alternatives and similar repositories for mixup
Users that are interested in mixup are comparing it to the libraries listed below
Sorting:
- mixup: Beyond Empirical Risk Minimization☆1,199Oct 12, 2021Updated 4 years ago
- 2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552☆555Mar 16, 2020Updated 5 years ago
- mixup: Beyond Empirical Risk Minimization☆100Jan 2, 2018Updated 8 years ago
- A PyTorch implementation of the paper Mixup: Beyond Empirical Risk Minimization in PyTorch☆124Jan 8, 2018Updated 8 years ago
- Official Pytorch implementation of CutMix regularizer☆1,245Sep 16, 2020Updated 5 years ago
- Code for reproducing Manifold Mixup results (ICML 2019)☆492Mar 31, 2024Updated last year
- Instance-Batch Normalization Networks (ECCV2018)☆807Jul 4, 2023Updated 2 years ago
- Implementation of DropBlock: A regularization method for convolutional networks in PyTorch.☆594Jul 29, 2020Updated 5 years ago
- Synchronized Batch Normalization implementation in PyTorch.☆1,503Apr 8, 2021Updated 4 years ago
- CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).☆1,482Mar 19, 2021Updated 4 years ago
- An implementation of DetNet: A Backbone network for Object Detection.☆378Jan 1, 2019Updated 7 years ago
- Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST☆735Nov 8, 2023Updated 2 years ago
- Standardizing weights to accelerate micro-batch training☆549Feb 26, 2022Updated 4 years ago
- Codes for paper "Mask Scoring R-CNN".☆1,903Nov 6, 2020Updated 5 years ago
- A PyTorch implementation of EfficientNet☆8,216Apr 8, 2022Updated 3 years ago
- FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)☆3,347Dec 9, 2023Updated 2 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,612Jun 16, 2021Updated 4 years ago
- PyTorch implementation of SENet☆2,343Mar 2, 2021Updated 5 years ago
- ResNeSt: Split-Attention Networks☆3,264Dec 9, 2022Updated 3 years ago
- An implementation of "mixup: Beyond Empirical Risk Minimization"☆285Nov 5, 2017Updated 8 years ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,113Apr 22, 2022Updated 3 years ago
- ☆2,373Sep 18, 2020Updated 5 years ago
- Dual Attention Network for Scene Segmentation (CVPR2019)☆2,456Dec 23, 2024Updated last year
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond☆1,218Feb 16, 2021Updated 5 years ago
- Training scripts and Python modules for the ECCV 2018 paper "Interpolating Convolutional Networks Using Batch Normalization"☆11Jun 13, 2020Updated 5 years ago
- Implementation of Non-local Block.☆1,571Apr 12, 2023Updated 2 years ago
- Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10…☆869Jun 11, 2020Updated 5 years ago
- Deformable Convolutional Networks☆4,117Sep 27, 2021Updated 4 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆668Nov 22, 2022Updated 3 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988May 30, 2025Updated 9 months ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆742Mar 5, 2019Updated 7 years ago
- Stochastic Weight Averaging in PyTorch☆977Aug 1, 2021Updated 4 years ago
- PyTorch API for GluonCV Models☆531Nov 2, 2022Updated 3 years ago
- A CV toolkit for my papers.☆2,049Dec 21, 2024Updated last year
- An optimizer that trains as fast as Adam and as good as SGD.☆2,910Jul 23, 2023Updated 2 years ago
- Lists the papers related to imbalance problems in object detection [TPAMI]☆1,132Jul 29, 2021Updated 4 years ago
- A state-of-the-art semi-supervised method for image recognition☆1,657Oct 8, 2020Updated 5 years ago
- Gluon CV Toolkit☆5,923Nov 25, 2024Updated last year
- Pytorch implementation of newly added convolution☆583Oct 26, 2019Updated 6 years ago