StainGAN | StainGAN implementation based on Cycle-Consistency Concept

by xtarx Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions Vulnerabilities Install Support

kandi X-RAY | StainGAN Summary

StainGAN is a Python library. StainGAN has no bugs, it has no vulnerabilities and it has low support. However StainGAN build file is not available. You can download it from GitHub.

StainGAN implementation based on Cycle-Consistency Concept. For more information visit website.

Support

Quality

Security

License

Reuse

Support

StainGAN has a low active ecosystem.

It has 37 star(s) with 16 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

There are 4 open issues and 2 have been closed. On average issues are closed in 38 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of StainGAN is current.

Quality

StainGAN has 0 bugs and 0 code smells.

Security

StainGAN has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

StainGAN code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

StainGAN does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

StainGAN releases are not available. You will need to build from source code and install.

StainGAN has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

StainGAN saves you 1629 person hours of effort in developing the same functionality from scratch.

It has 3618 lines of code, 237 functions and 50 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed StainGAN and discovered the below as its top functions. This is intended to give you an instant insight into StainGAN implemented functionality, and help decide if they suit your requirements.

Adds input_distortions
Create a list of all images in the given directory
Retrieve a set of bottleneck bottlenecks
Get or create a bottleneck
Get image path
Create bottleneck file
Adds the final training
Generate summaries for variables
Display the current visual results
Add images
Create a bottleneck
Run the cnn test
Plots ROC curve
Generates bottleneck_truths for images
Strips an image
Generate PNG images
Copy images to a directory
Define netG
Cache the bottleneck files
Download data
Parse arguments
Saves visuals to webpage
Remove outliers
This function gets all of the patches in the same region
Patch a grid of ims
Plot the gradient of the image

Get all kandi verified functions for this library.

StainGAN Key Features

No Key Features are available at this moment for StainGAN.

StainGAN Examples and Code Snippets

No Code Snippets are available at this moment for StainGAN.

Community Discussions

No Community Discussions are available at this moment for StainGAN.Refer to stack overflow page for discussions.

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install StainGAN

You can download it from GitHub.
You can use StainGAN like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

Find more information at: