CelebAMask-HQ | scale face dataset for face parsing | Computer Vision library

by switchablenorms Python Version: Current License: No License

X-Ray Key Features Code Snippets(3)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | CelebAMask-HQ Summary

CelebAMask-HQ is a Python library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Pytorch applications. CelebAMask-HQ has no bugs, it has no vulnerabilities and it has medium support. However CelebAMask-HQ build file is not available. You can download it from GitHub.

A large-scale face dataset for face parsing, recognition, generation and editing.

Support

Quality

Security

License

Reuse

Support

CelebAMask-HQ has a medium active ecosystem.

It has 1803 star(s) with 320 fork(s). There are 46 watchers for this library.

It had no major release in the last 6 months.

There are 48 open issues and 56 have been closed. On average issues are closed in 188 days. There are 7 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of CelebAMask-HQ is current.

Quality

CelebAMask-HQ has 0 bugs and 0 code smells.

Security

CelebAMask-HQ has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

CelebAMask-HQ code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

CelebAMask-HQ 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

CelebAMask-HQ releases are not available. You will need to build from source code and install.

CelebAMask-HQ 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.

CelebAMask-HQ saves you 1407 person hours of effort in developing the same functionality from scratch.

It has 3146 lines of code, 267 functions and 37 files.

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

Top functions reviewed by kandi - BETA

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

Setup the UI .
Train the model .
get hyperparameters
Initialize the experiment .
Load a network .
Encodes the input image .
Edit the image .
Get a transformation function .
Create label colormap .
Initialize convolution .

Get all kandi verified functions for this library.

CelebAMask-HQ Key Features

No Key Features are available at this moment for CelebAMask-HQ.

CelebAMask-HQ Examples and Code Snippets

Evaluation

Python

Lines of Code : 9

License : No License

Copy

[BICUBIC]
python eval.py
>> * Mean PSNR = 21.7142
>> * Mean SSIM = 0.6045

[FSRNet]
python eval.py --checkpoint ./e099_psnr22.53.pth
>> * Mean PSNR = 22.5537
>> * Mean SSIM = 0.7008

SegVAE,Dataset

Python

Lines of Code : 7

License : No License

Copy

mkdir -p data/segvae
mv ~/Downloads/celebamaskhq.zip data/segvae
mv ~/Downloads/humanparsing.zip data/segvae
cd data/segvae
unzip celebamaskhq.zip
unzip humanparsing.zip
cd ../../

Training New Models

Python

Lines of Code : 1

License : Non-SPDX (NOASSERTION)

Copy

sh ./scripts/train/train_8x_256x256.sh

Community Discussions

Trending Discussions on CelebAMask-HQ

How to check which pytorch version fit torchvision

QUESTION

How to check which pytorch version fit torchvision

Asked 2020-Nov-09 at 09:41

I am trying to clone and run this repository: https://github.com/switchablenorms/CelebAMask-HQ

The demo runs pytorh 0.4.1 I am trying to find the corresponding version, how can I find it?

...

ANSWER

Answered 2020-Nov-09 at 09:41

The corrosponding torchvision version for 0.4.1 is 0.2.1.
The easiest way is to look it up in the previous versions section. Only if you couldnt find it, you can have a look at the torchvision realese data and pytorch's version. There you can find which version, got release with which version!

Source https://stackoverflow.com/questions/64502474

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

Vulnerabilities

No vulnerabilities reported

Install CelebAMask-HQ

You can download it from GitHub.
You can use CelebAMask-HQ 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 .

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