imgaug
Image enhancer
Tools for manipulating and enhancing images in machine learning applications
Image augmentation for machine learning experiments.
14k stars
229 watching
2k forks
Language: Python
last commit: 7 months ago
Linked from 2 awesome lists
affine-transformationaugment-imagesaugmentationbounding-boxescontrastcropdeep-learningheatmapimage-augmentationimageskeypointsmachine-learningpolygonsegmentation-maps
ly0n/awesome-robotic-tooling
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 mdbloice/augmentor | Automates image data augmentation to expand datasets for machine learning algorithms | 5,084 |
 albumentations-team/albumentations | A Python library providing a flexible and fast image augmentation tool for machine learning and computer vision tasks. | 14,386 |
 zhunzhong07/random-erasing | Provides data augmentation techniques to enhance image classification models | 723 |
 trekhleb/homemade-machine-learning | Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,191 |
 martinkersner/py-img-seg-eval | A Python package providing metrics and tools for evaluating image segmentation models | 282 |
 lightly-ai/lightly | A Python library for self-supervised learning on images using contrastive learning and deep learning techniques. | 3,204 |
 maluuba/geneva_datasets | Scripts to generate datasets for an image generation task using Generative Adversarial Networks and deep learning techniques | 37 |
 wkentaro/labelme | An image annotation tool with support for various primitives and formats. | 13,728 |
 mahmoudnafifi/wb_color_augmenter | A tool that generates synthetic images with realistic color casts to augment deep learning models' performance on image classification and segmentation tasks. | 168 |
 open-mmlab/mmagic | A toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks. | 6,986 |
 seldonio/alibi | A Python library for explaining machine learning models | 2,421 |
 jacobgil/pytorch-grad-cam | A package providing advanced explainability methods for deep learning models in computer vision | 10,781 |
 pyimagesearch/imutils | A collection of utility functions for image processing and manipulation using OpenCV in Python. | 4,544 |
 tokenrove/imago | An image manipulation library for Common Lisp that provides functions for reading and writing various image formats and applying image processing operations. | 51 |
 teamhg-memex/eli5 | A Python library for explaining and inspecting machine learning model predictions | 2,763 |