View basicsr-volta on Snyk Open Source Advisor

Package Health Score

59 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Sustainable

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Popularity

Small

GitHub Stars: 6.99K
Forks: 1.21K
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package basicsr-volta, we found that it has been starred 6,988 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Mar 18, 2024
Direct Vulnerabilities: 0
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0
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0
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0
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Indirect Vulnerabilities: 0
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0
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0
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0
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License Risk: 0
H
4
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 300
Open PR: 20
Last Release: 9 months ago
Last Commit: 7 months ago

Further analysis of the maintenance status of basicsr-volta based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

We found that basicsr-volta demonstrates a positive version release cadence with at least one new version released in the past 12 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 20
Funding: No

With more than 10 contributors for the basicsr-volta repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: ==3.7.*, ==3.8.*

Age: 9 months
Latest Release: 9 months ago
Dependencies: 15 Direct / 46 Total
Versions: 3
Maintainers: 0
Wheels: OS Independent

Readme

English | 简体中文

⚡HowTo | 🔧Installation | 💻Training Commands | 🐢DatasetPrepare | 🏰Model Zoo

🚀 We add BasicSR-Examples, which provides guidance and templates of using BasicSR as a python package. 🚀
📢 技术交流QQ群：320960100 入群答案：互帮互助共同进步
🧭 入群二维码 (QQ、微信) 入群指南 (腾讯文档)

BasicSR (Basic Super Restoration) is an open-source image and video restoration toolbox based on PyTorch, such as super-resolution, denoise, deblurring, JPEG artifacts removal, etc.
BasicSR (Basic Super Restoration) 是一个基于 PyTorch 的开源图像视频复原工具箱, 比如超分辨率, 去噪, 去模糊, 去 JPEG 压缩噪声等.

🚩 New Features/Updates

✅ July 26, 2022. Add plot scripts 📊Plot.
✅ May 9, 2022. BasicSR joins XPixel.
✅ Oct 5, 2021. Add ECBSR training and testing codes: ECBSR. > ACMMM21: Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices
✅ Sep 2, 2021. Add SwinIR training and testing codes: SwinIR by Jingyun Liang. More details are in HOWTOs.md
✅ Aug 5, 2021. Add NIQE, which produces the same results as MATLAB (both are 5.7296 for tests/data/baboon.png).
✅ July 31, 2021. Add bi-directional video super-resolution codes: BasicVSR and IconVSR. > CVPR21: BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
More

If BasicSR helps your research or work, please help to ⭐ this repo or recommend it to your friends. Thanks😊
Other recommended projects:
▶️ Real-ESRGAN: A practical algorithm for general image restoration
▶️ GFPGAN: A practical algorithm for real-world face restoration
▶️ facexlib: A collection that provides useful face-relation functions.
▶️ HandyView: A PyQt5-based image viewer that is handy for view and comparison.
▶️ HandyFigure: Open source of paper figures
_{(ESRGAN, EDVR, DNI, SFTGAN)} _{(HandyCrawler, HandyWriting)}

⚡ HOWTOs

We provide simple pipelines to train/test/inference models for a quick start. These pipelines/commands cannot cover all the cases and more details are in the following sections.

GAN
StyleGAN2	Train	Inference
Face Restoration
DFDNet	-	Inference
Super Resolution
ESRGAN	TODO	TODO	SRGAN	TODO	TODO
EDSR	TODO	TODO	SRResNet	TODO	TODO
RCAN	TODO	TODO	SwinIR	Train	Inference
EDVR	TODO	TODO	DUF	-	TODO
BasicVSR	TODO	TODO	TOF	-	TODO
Deblurring
DeblurGANv2	-	TODO
Denoise
RIDNet	-	TODO	CBDNet	-	TODO

✨ Projects that use BasicSR

Real-ESRGAN: A practical algorithm for general image restoration
GFPGAN: A practical algorithm for real-world face restoration

If you use BasicSR in your open-source projects, welcome to contact me (by email or opening an issue/pull request). I will add your projects to the above list 😊

📜 License and Acknowledgement

This project is released under the Apache 2.0 license.
More details about license and acknowledgement are in LICENSE.

🌏 Citations

If BasicSR helps your research or work, please cite BasicSR.
The following is a BibTeX reference. The BibTeX entry requires the url LaTeX package.

@misc{basicsr,
  author =       {Xintao Wang and Liangbin Xie and Ke Yu and Kelvin C.K. Chan and Chen Change Loy and Chao Dong},
  title =        {{BasicSR}: Open Source Image and Video Restoration Toolbox},
  howpublished = {\url{https://github.com/XPixelGroup/BasicSR}},
  year =         {2022}
}

> Xintao Wang, Liangbin Xie, Ke Yu, Kelvin C.K. Chan, Chen Change Loy and Chao Dong. BasicSR: Open Source Image and Video Restoration Toolbox. , 2022.

📧 Contact

If you have any questions, please email xintao.alpha@gmail.com, xintao.wang@outlook.com.

QQ群: 扫描左边二维码或者搜索QQ群号: 320960100 入群答案：互帮互助共同进步
微信群: 我们的一群已经满500人啦，二群也超过200人了；进群可以添加 Liangbin 的个人微信 (右边二维码)，他会在空闲的时候拉大家入群~

(start from 2022-11-06)

basicsr-volta dependencies

addict future lmdb numpy opencv-python pillow pyyaml requests scikit-image scipy tb-nightly torch torchvision tqdm yapf

FAQs

What is basicsr-volta?

Open Source Image and Video Super-Resolution Toolbox. Visit Snyk Advisor to see a full health score report for basicsr-volta, including popularity, security, maintenance & community analysis.

Is basicsr-volta popular?

The python package basicsr-volta receives a total of 503 weekly downloads. As such, basicsr-volta popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is basicsr-volta well maintained?

We found indications that basicsr-volta is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is basicsr-volta safe to use?

While scanning the latest version of basicsr-volta, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 21 December-2024, at 15:13 (UTC).

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basicsr-volta

Open Source Image and Video Super-Resolution Toolbox For more information about how to use this package see README

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Readme

English | 简体中文

⚡ HOWTOs

✨ Projects that use BasicSR

📜 License and Acknowledgement

🌏 Citations

📧 Contact

basicsr-volta dependencies

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Readme

English | 简体中文

⚡ HOWTOs

✨ Projects that use BasicSR

📜 License and Acknowledgement

🌏 Citations

📧 Contact

basicsr-volta dependencies

FAQs

What is basicsr-volta?

Is basicsr-volta popular?

Is basicsr-volta well maintained?

Is basicsr-volta safe to use?

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