50 Open source projects that are alternatives of or similar to Data_Augmentation_Zoo_for_Object_Detection

Realtime Multi-Person Pose Estimation data server. Used as a training and validation data provider in training process.

Data Augmentation for Neural Machine Translation

Augmenty is an augmentation library based on spaCy for augmenting texts.

Historical OpenStreetMap Objects to Machine Learning Training Samples

Raspberry Pi Movidius Neural Compute Stick person detector installer

Augmenting Room Impulse Response

🌲 Great Ruby logging made easy.

Augmented version of SQUAD 2.0 for Questions

[repo not maintained] Check out https://diffgram.com if you want to build a visual intelligence

discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

Catalyst.Classification

基于 mxnet, 实现 ssd demo for android

Library for 3D augmentations

Simple image augmentation library focusing on random geometric cropping

Cut and paste augmentation for object detection and instance segmentation

TextAugment: Text Augmentation Library

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

TensorFlow and Pytorch practice codes with purity and simplicity.

This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.

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

Official implementation of 'FMix: Enhancing Mixed Sample Data Augmentation'

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

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

🌲 Great Ruby logging made easy.

Data augmentation for NLP

Image augmentation for machine learning experiments.

A simpler way of reading and augmenting image segmentation data into TensorFlow

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

Test Time image Augmentation (TTA) wrapper for Keras model.

Face Landmark Detector based on Mobilenet V1

Official Implementation of 'Fast AutoAugment' in PyTorch.

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

PyTorch extensions for fast R&D prototyping and Kaggle farming

Catalyst.Segmentation

Official Pytorch implementation of CutMix regularizer

Medical image preprocessing and augmentation toolkit for deep learning

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

Image augmentation library in Python for machine learning.

Efficient Learning of Augmentation Policy Schedules

Image Test Time Augmentation with PyTorch!

High-performance Vision library in Python. Scale your research, not boilerplate.

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

Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"

DeltaPy - Tabular Data Augmentation (by @firmai)

Unofficial PyTorch Reimplementation of RandAugment.

various cv tools, such as label tools, data augmentation, label conversion, etc.

📣 Python library for audio augmentation

A paper list of object detection using deep learning.