image-statistics-matching vs tfaug

image-statistics-matching

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation (by continental)

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tfaug

tensorflow easy image augmentation package (by piyop)

Python Augmentation Tensorflow Multiprocessing

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image-statistics-matching		tfaug
	Project
1	Mentions	2
24	Stars	7
-	Growth	-
2.1	Activity	1.8
almost 2 years ago	Latest Commit	about 2 years ago
Python	Language	Jupyter Notebook
MIT License	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.

image-statistics-matching

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

Matching images – boost your Data Augmentation pipeline
1 project | news.ycombinator.com | 22 Dec 2020

tfaug

Posts with mentions or reviews of tfaug. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-12.

Simple and Efficient Image Dataset Creator
1 project | /r/tensorflow | 2 Oct 2021

python -m pip install git+https://github.com/piyop/tfaug
Support creation of tf.data.Dataset (data generator) and augmentation for image.
3 projects | /r/tensorflow | 12 Jun 2021

github link

What are some alternatives?

When comparing image-statistics-matching and tfaug you can also consider the following projects:

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

imgaug - Image augmentation for machine learning experiments.

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

auto-blog-banner - 🌌 A Python script to generate blog banners from command line.

Joblib - Computing with Python functions.

PSpider - 简单易用的Python爬虫框架，QQ交流群：597510560

caer - High-performance Vision library in Python. Scale your research, not boilerplate.

tensorflow - An Open Source Machine Learning Framework for Everyone

Image-Augmentation-Using-Keras - Augmenting the image data using Keras. A utility class ImageDataGenerator from Keras is used and performed different augmenting techniques. Computer vision library OpenCV is also used.