A system for quickly generating training data with weak supervision

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

🔥🔥High-Performance Face Recognition Library on 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.

Data Augmentation For Object Detection

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。

yolo(all versions) implementation in keras and tensorflow 2.5

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

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

Efficient Learning of Augmentation Policy Schedules

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

Light-weight Single Person Pose Estimator

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

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

Deep Convolutional Neural Networks for Musical Source Separation

Implementation of the mixup training method

DeltaPy - Tabular Data Augmentation (by @firmai)

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

Data augmentation tool for images

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

DrQ: Data regularized Q

An implementation of "mixup: Beyond Empirical Risk Minimization"

Kaldi-based Korean ASR (한국어 음성인식) open-source project