tfaug vs image-statistics-matching

tfaug

tensorflow easy image augmentation package (by piyop)

image-statistics-matching

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

Machine Learning domain-adaptation image-augmentation Augmentation Image processing Python histogram-matching Deep Learning Images image-matching

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

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

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

What are some alternatives?

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

imgaug - Image augmentation for machine learning experiments.

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

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

Joblib - Computing with Python functions.

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

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

tensorflow - An Open Source Machine Learning Framework for Everyone

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

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.