Data Augmentation

albumentations - A fast and framework agnostic image augmentation libraryPython

A fast and flexible Python library for image augmentation in computer vision tasks like classification, segmentation, and object detection.

imgaugPython

A Python library for augmenting images and associated data (heatmaps, keypoints, bounding boxes) for machine learning projects.

korniaPython

A differentiable computer vision library for PyTorch, providing geometric vision and image processing algorithms for AI workflows.

snorkelPython

A Python library for programmatically building and managing training data using weak supervision.

AugmentorPython

A Python library for image augmentation in machine learning, offering a stochastic pipeline approach with fine-grained control over operations.

captcha_trainerPython

A deep learning framework for training image classification models to solve complex captcha and OCR tasks.

audiomentationsPython

A Python library for audio data augmentation to improve the robustness of audio machine learning models.

ydata-syntheticJupyter Notebook

A Python package for generating synthetic tabular and time-series data using state-of-the-art generative models like GANs and Gaussian Mixtures.