imgaug VS albumentations

Compare imgaug vs albumentations and see what are their differences.

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125 (by albumentations-team)
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imgaug albumentations
7 28
14,081 13,272
- 1.8%
0.0 8.3
24 days ago 6 days ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

imgaug

Posts with mentions or reviews of imgaug. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-23.

albumentations

Posts with mentions or reviews of albumentations. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-06.

What are some alternatives?

When comparing imgaug and albumentations you can also consider the following projects:

YOLO-Mosaic - Perform mosaic image augmentation on data for training a YOLO model

labelme2coco - A lightweight package for converting your labelme annotations into COCO object detection format.

autoalbument - AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

Mask-RCNN-TF2 - Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

BlenderProc - A procedural Blender pipeline for photorealistic training image generation

tensorflow - An Open Source Machine Learning Framework for Everyone

ttach - Image Test Time Augmentation with PyTorch!

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

image-statistics-matching - Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

cvlib - A simple, high level, easy to use, open source Computer Vision library for Python.

speechbrain - A PyTorch-based Speech Toolkit