data-augmentation

A system for quickly generating training data with weak supervision

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

High-Level Training, Data Augmentation, and Utilities for Pytorch

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

Data augmentation for NLP, presented at EMNLP 2019

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda

An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

Data Augmentation For Object Detection

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

yolo(all versions) implementation in keras and tensorflow 2.x

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

Awesome Graph Self-Supervised Learning

Light-weight Single Person Pose Estimator

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

Collection of papers and resources for data augmentation for NLP.

Efficient Learning of Augmentation Policy Schedules

Deep Convolutional Neural Networks for Musical Source Separation

Implementation of the mixup training method

DeltaPy - Tabular Data Augmentation (by @firmai)

Copy-paste augmentation for segmentation and detection tasks

Data augmentation tool for images

Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks