47 Open Source Augmentation Software Projects
Free and open source augmentation code projects including engines, APIs, generators, and tools.
Albumentations 6288 ⭐
Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about library: https://www.mdpi.com/2078-2489/11/2/125
Sketch Code 4330 ⭐
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
Instaboost 355 ⭐
Code for ICCV2019 paper "InstaBoost: Boosting Instance Segmentation Via Probability Map Guided Copy-Pasting"
Audiomentations 236 ⭐
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
Semsegpipeline 117 ⭐
A simpler way of reading and augmenting image segmentation data into TensorFlow
Edafa 104 ⭐
Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.
Keras Augmentation Layer 44 ⭐
Keras implementation of layer which performs augmentations of images using GPU.
Imagedataaugmentor 26 ⭐
Custom image data generator for Keras supporting the use of modern augmentation modules
Semantic Segmentation With Mobilenetv3 28 ⭐
TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head
Fastai Deep Learning From The Foundations Twiml Study Group 20 ⭐
Review materials for the TWiML Study Group. Contains annotated versions of the original Jupyter noteboooks (look for names like *_jcat.ipynb ), slide decks from weekly Zoom meetups, etc.
Augmentation Pytorch Transforms 25 ⭐
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
Discolight 16 ⭐
discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨
Rmpe_dataset_server 14 ⭐
Realtime Multi-Person Pose Estimation data server. Used as a training and validation data provider in training process.
Swav Tf 20 ⭐
TensorFlow implementation of "Unsupervised Learning of Visual Features by Contrasting Cluster Assignments".
Luna16 10 ⭐
Developing a well-documented repository for the Lung Nodule Detection task on the Luna16 dataset. This work is inspired by the ideas of the first-placed team at DSB2017, "grt123".
Python Sound Tool 11 ⭐
SoundPy is a research-based framework for speech and sound. Applications include deep-learning, filtering, speech-enhancement, audio augmentation, feature extraction and visualization, dataset and audio file conversion, and beyond.