127 Open source projects that are alternatives of or similar to SnapMix

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

speechpro.com/

Synthetic Occlusion Augmentation

[ICCV 2019]Aggregation via Separation: Boosting Facial Landmark Detector with Semi-Supervised Style Transition

[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

The code includes all the file that you need in the training stage for FCN

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

A data generator for 2D object detection

NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation

Data augmentation for NLP, presented at EMNLP 2019

Copy-paste augmentation for segmentation and detection tasks

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

All Convolutional Network: (https://arxiv.org/abs/1412.6806#) implementation in Keras

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

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP

Building an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)

Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"

A library for augmenting annotated audio data

DIAR software for synthetic document image and groundtruth generation, with various degradation models for data augmentation

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

Bu repoda veri artırma (data augmentation) ile ilgili pratik uygulamalara ulaşabilirsiniz.

Python package to corrupt arbitrary images.

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

Streaming over lightweight data transformations

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。

[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN

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

Data augmentation using synthetic data for time series classification with deep residual networks

Code used to generate synthetic scenes and bounding box annotations for object detection. This was used to generate data used in the Cut, Paste and Learn paper

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

A library for soundscape synthesis and augmentation

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

Tensor2tensor experiment with SpecAugment

Code for "Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation" (CVPR 2018)

A Python package for time series augmentation

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

中文NER的那些事儿

Differentiable Data Augmentation Library

Transforms for video datasets in pytorch

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

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

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

An implementation of "mixup: Beyond Empirical Risk Minimization"

Data Augmentation For Object Detection

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data"

Medical image preprocessing and augmentation toolkit for deep learning

[Medical Image Analysis] Adversarial Data Augmentation with Chained Transformations (AdvChain)

yolo(all versions) implementation in keras and tensorflow 2.4

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

A treasure chest for image classification powered by PaddlePaddle

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

A system for quickly generating training data with weak supervision

Unofficial PyTorch Implementation of Unsupervised Data Augmentation.

An extended TSP (Time Stretched Pulse). CAPRICEP substantially replaces FVN. CAPRICEP enables interactive and real-time measurement of the linear time-invariant, the non-linear time-invariant, and random and time varying responses simultaneously.

Image rotation and cropping out the black borders in TensorFlow

A generalizable application framework for segmentation, regression, and classification using PyTorch

Data Augmentation for NLP. NLP数据增强