albumentations VS YOLO-Mosaic

Compare albumentations vs YOLO-Mosaic 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)

YOLO-Mosaic

Perform mosaic image augmentation on data for training a YOLO model (by arijitgupta42)
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albumentations YOLO-Mosaic
6 1
9,493 3
2.9% -
8.3 3.0
4 days ago 10 months ago
Python Python
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.

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 2021-06-01.

YOLO-Mosaic

Posts with mentions or reviews of YOLO-Mosaic. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing albumentations and YOLO-Mosaic you can also consider the following projects:

imgaug - Image augmentation for machine learning experiments.

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

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/

BlenderProc - A procedural Blender pipeline for photorealistic training image generation

imagezmq - A set of Python classes that transport OpenCV images from one computer to another using PyZMQ messaging.

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

SickZil-Machine - Manga/Comics Translation Helper Tool

ttach - Image Test Time Augmentation with PyTorch!

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