1,792 skills found · Page 1 of 60
albumentations-team / AlbumentationsFast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
aleju / ImgaugImage augmentation for machine learning experiments.
mdbloice / AugmentorImage augmentation library in Python for machine learning.
facebookresearch / AugLyA data augmentations library for audio, image, text, and video.
makcedward / NlpaugData augmentation for NLP
QData / TextAttackTextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
iver56 / AudiomentationsA Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.
google-research / UdaUnsupervised Data Augmentation (UDA)
facebookresearch / DenoiserReal Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
NVlabs / Stylegan2 AdaStyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
andymatuschak / OrbitExperimental spaced repetition platform for exploring ideas in memory augmentation and programmable attention
IntelLabs / FastRAGEfficient Retrieval Augmentation and Generation Framework
jasonwei20 / Eda NlpData augmentation for NLP, presented at EMNLP 2019
AgaMiko / Data Augmentation ReviewList of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
DeepVoltaire / AutoAugmentUnofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow
NJU-PCALab / STAR[ICCV 2025] STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
mit-han-lab / Data Efficient Gans[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
MIC-DKFZ / BatchgeneratorsA framework for data augmentation for 2D and 3D image classification and segmentation
Paperspace / DataAugmentationForObjectDetectionData Augmentation For Object Detection
iver56 / Torch AudiomentationsFast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
