This is a list of awesome methods about data augmentation.
☆794Mar 14, 2021Updated 4 years ago
Alternatives and similar repositories for awesome-data-augmentation
Users that are interested in awesome-data-augmentation are comparing it to the libraries listed below
Sorting:
- ☆285Apr 24, 2020Updated 5 years ago
- List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and …☆1,635Aug 14, 2024Updated last year
- Image augmentation for machine learning experiments.☆14,735Jul 30, 2024Updated last year
- mmdetection最小学习版☆1,100Nov 21, 2021Updated 4 years ago
- ResNeSt: Split-Attention Networks☆3,267Dec 9, 2022Updated 3 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,268Jun 25, 2025Updated 8 months ago
- Official Pytorch implementation of CutMix regularizer☆1,247Sep 16, 2020Updated 5 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆638Mar 14, 2023Updated 2 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,612Jun 16, 2021Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988May 30, 2025Updated 9 months ago
- yolov3 with mobilenet v2 and ASFF☆1,082Jul 24, 2021Updated 4 years ago
- AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.☆3,478Aug 23, 2024Updated last year
- 基于CenterNet训练的目标检测&人脸对齐&姿态估计模型☆286Mar 16, 2021Updated 4 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,420Feb 26, 2026Updated last week
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆974Oct 12, 2021Updated 4 years ago
- OpenMMLab Detection Toolbox and Benchmark☆32,438Aug 21, 2024Updated last year
- Some tricks of pytorch...☆1,195Jun 20, 2024Updated last year
- Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html☆7,511Dec 17, 2022Updated 3 years ago
- DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution☆1,149Dec 14, 2021Updated 4 years ago
- Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method…☆1,814Jan 10, 2023Updated 3 years ago
- A PyTorch implementation of EfficientNet☆8,221Apr 8, 2022Updated 3 years ago
- The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.☆5,265Oct 24, 2021Updated 4 years ago
- Simple implementation of augmentation for small object detection☆220Jul 19, 2020Updated 5 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
- OpenMMLab Self-Supervised Learning Toolbox and Benchmark☆3,296Jun 25, 2023Updated 2 years ago
- [TIP 2022] CBNetV2: A Composite Backbone Network Architecture for Object Detection☆393Oct 23, 2024Updated last year
- Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST☆735Nov 8, 2023Updated 2 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,260Oct 17, 2024Updated last year
- ☆150Jul 18, 2020Updated 5 years ago
- Lists the papers related to imbalance problems in object detection [TPAMI]☆1,132Jul 29, 2021Updated 4 years ago
- cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理☆12,507Apr 25, 2024Updated last year
- (CVPR2020)Scale-equalizing Pyramid Convolution for object detection☆332May 24, 2023Updated 2 years ago
- Object detection, 3D detection, and pose estimation using center point detection:☆7,546Mar 2, 2023Updated 3 years ago
- Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020☆613Nov 24, 2020Updated 5 years ago
- Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training, ECCV 2020☆175Dec 9, 2020Updated 5 years ago
- Sandbox for training deep learning networks☆3,020Sep 6, 2024Updated last year
- Two-stage CenterNet☆1,222Nov 20, 2022Updated 3 years ago
- Support PointRend, Fast_SCNN, HRNet, Deeplabv3_plus(xception, resnet, mobilenet), ContextNet, FPENet, DABNet, EdaNet, ENet, Espnetv2, Ref…☆725Jul 5, 2024Updated last year
- Destruction and Construction Learning for Fine-grained Image Recognition☆593Jun 10, 2020Updated 5 years ago