HistoClean is a tool for the preprocessing and augmentation of images used in deep learning models. This easy to use application brings together the most popular image processing packages from across the python universe, meaning no more looking at documentation! HistoClean provides real time feedback to augmentations and preprocessing options. This allows users to evaluate their steps before implementation.
A few bug fixes added:
Windows: HistoClean 0.1.2.zip
Please note that newest additions have slightly increased startup time by a few seconds. We are looking to improve this in future updates
First official update to HistoClean
Windows: HistoClean 0.1.1.zip
It is recommended to make a copy of your images before applying HistoClean to avoid accidental data loss.
This is the initial public pre-release for HistoClean. This version is for testing and is the version used in the paper "HistoClean: open-source software for histological image pre-processing and augmentation to improve development of robust convolutional neural networks "
In this initial release, user can:
This release, while mostly stable, will have bugs and unexpected crashes. There will be several updates to the application in the coming weeks. Any suggestions or requests for features are highly encouraged.