A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
☆2,325Jan 5, 2026Updated 2 months ago
Alternatives and similar repositories for imbalanced-dataset-sampler
Users that are interested in imbalanced-dataset-sampler are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of EfficientNet☆8,221Apr 8, 2022Updated 3 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆806Feb 18, 2024Updated 2 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,260Oct 17, 2024Updated last year
- 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
- torch-optimizer -- collection of optimizers for Pytorch☆3,163Mar 22, 2024Updated last year
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,311Aug 17, 2025Updated 6 months ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,612Jun 16, 2021Updated 4 years ago
- PyTorch extensions for fast R&D prototyping and Kaggle farming☆1,567Oct 9, 2025Updated 4 months ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,420Feb 26, 2026Updated last week
- Image Test Time Augmentation with PyTorch!☆1,028Jul 28, 2023Updated 2 years ago
- 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
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,064Mar 2, 2024Updated 2 years ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,112Apr 22, 2022Updated 3 years ago
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,749Updated this week
- Model interpretability and understanding for PyTorch☆5,564Feb 26, 2026Updated last week
- Accelerated deep learning R&D☆3,372Jun 27, 2025Updated 8 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,884Updated this week
- This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423☆1,044Aug 11, 2021Updated 4 years ago
- FFCV: Fast Forward Computer Vision (and other ML workloads!)☆2,985Jun 16, 2024Updated last year
- On the Variance of the Adaptive Learning Rate and Beyond☆2,549Jul 31, 2021Updated 4 years ago
- [NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss☆698Dec 25, 2021Updated 4 years ago
- A collection of loss functions for medical image segmentation☆4,004Nov 1, 2023Updated 2 years ago
- ResNeSt: Split-Attention Networks☆3,267Dec 9, 2022Updated 3 years ago
- Pytorch implementation of convolutional neural network visualization techniques☆8,200Jan 1, 2025Updated last year
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆12,643Apr 7, 2025Updated 10 months ago
- An end-to-end PyTorch framework for image and video classification☆1,613Jun 27, 2024Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,415Feb 20, 2026Updated 2 weeks ago
- Official Pytorch implementation of CutMix regularizer☆1,247Sep 16, 2020Updated 5 years ago
- Image augmentation for machine learning experiments.☆14,735Jul 30, 2024Updated last year
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,366Dec 23, 2025Updated 2 months ago
- A scikit-learn compatible neural network library that wraps PyTorch☆6,152Feb 25, 2026Updated last week
- 😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库☆1,518Feb 25, 2025Updated last year
- Codebase for Image Classification Research, written in PyTorch.☆2,167Mar 20, 2024Updated last year
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,926Feb 24, 2026Updated last week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,295Mar 3, 2024Updated 2 years ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,104Updated this week
- 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
- An optimizer that trains as fast as Adam and as good as SGD.☆2,910Jul 23, 2023Updated 2 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988May 30, 2025Updated 9 months ago