mixup_pytorch
Data augmentation library
An implementation of a novel data augmentation technique to improve deep learning model performance on image classification tasks.
A PyTorch implementation of the paper Mixup: Beyond Empirical Risk Minimization in PyTorch
123 stars
5 watching
15 forks
Language: Python
last commit: over 8 years agoRelated projects:
| Repository | Description | Stars |
|---|---|---|
 pytorch/data | Provides scalable, performant data loading solutions and utilities to be shared by PyTorch domain libraries | 1,149 |
 zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,044 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
 eduardoleao052/js-pytorch | A JavaScript library that provides GPU-accelerated deep learning capabilities with automatic differentiation and neural network layers. | 1,093 |
 pyg-team/pytorch-frame | A deep learning framework for handling heterogeneous tabular data with diverse column types | 582 |
 msamogh/nonechucks | Library that provides dynamic data cleaning and filtering capabilities for PyTorch datasets and samplers | 378 |
 hughperkins/pytorch | Provides Python wrappers for PyTorch and Lua, enabling developers to use PyTorch's deep learning capabilities from both languages. | 432 |
 embodiedgpt/embodiedgpt_pytorch | A PyTorch-based toolkit for creating customized multimedia datasets and handling heterogeneous data for training AI models. | 346 |
 felixgwu/img_classification_pk_pytorch | A PyTorch project for comparing image classification models and facilitating quick experiment setup | 366 |
 akanimax/pro_gan_pytorch | Implementation of a deep learning model for generating high-quality images with improved stability and variation. | 538 |
 foamliu/deep-image-matting-pytorch | An implementation of deep image matting in PyTorch using a neural network architecture. | 821 |
 hpcgarage/accelerated_dl_pytorch | This repository provides tutorials and demo code for accelerated deep learning with PyTorch using Jupyter Notebook. | 127 |
 bloodaxe/pytorch-toolbelt | A comprehensive Python library with PyTorch extensions for rapid prototyping and machine learning model development. | 1,523 |
 sandeep42/anuvada | This is an open source PyTorch library providing tools and models to explain the predictions of deep neural networks for natural language processing tasks. | 19 |
 fducau/aae_pytorch | An implementation of Adversarial Autoencoders using PyTorch for training neural networks on structured data. | 199 |