AugLy

Data augmentation library

A data augmentation library providing various audio, image, text, and video transformations

A data augmentations library for audio, image, text, and video.

GitHub

5k stars
80 watching
303 forks
Language: Python
last commit: almost 2 years ago

Related projects:

RepositoryDescriptionStars
mdbloice/augmentorAutomates image data augmentation to expand datasets for machine learning algorithms5,084
iver56/audiomentationsLibrary for audio data augmentation used in machine learning1,903
albumentations-team/albumentationsA Python library providing a flexible and fast image augmentation tool for machine learning and computer vision tasks.14,386
zhunzhong07/random-erasingProvides data augmentation techniques to enhance image classification models723
aleju/imgaugTools for manipulating and enhancing images in machine learning applications14,458
kentonishi/augmentation-for-lnlProvides a framework for learning with noisy labels using data augmentation strategies.113
facebookresearch/segment-anythingThis project provides code and tools for running inference with a visual segmentation model that can generate object masks from input prompts.48,092
facebookresearch/eftProvides pseudo-GT 3D human pose data and pre-trained models for training 3D pose estimation algorithms379
bmcfee/mudaA library for augmenting annotated audio data to prepare it for statistical models in music information retrieval.233
adithya-s-k/omniparseA platform for ingesting and processing unstructured data from various sources to generate structured, actionable data optimized for AI applications.5,813
facebookresearch/sam2A software framework for video segmentation in images and videos using AI models13,054
facebookresearch/mmfA modular framework for building vision and language multimodal research projects using PyTorch.5,510
facebookresearch/imagebindAn AI framework that combines data from multiple sources into a single embedding space, enabling various applications such as cross-modal retrieval and generation.8,424
qeeqbox/social-analyzerAn API and toolset for analyzing social media profiles across multiple platforms to gather information on individuals or entities of interest.11,834
facebookresearch/audio2photorealGenerating photorealistic avatars from audio2,715