paddleocr

v2.9.1

Awesome OCR toolkits based on PaddlePaddle(8.6M ultra-lightweight pre-trained model, support training and deployment among server, mobile, embedded and IoT devices) For more information about how to use this package see README

Latest version published 2 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

88 / 100

security
No known security issues
popularity
Popular
maintenance
Healthy
community
Active

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Popularity

Popular

GitHub Stars: 45.14K
Forks: 7.89K
Contributors: 220

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package paddleocr, we found that it has been starred 45,139 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Oct 22, 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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License Risk: 0
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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

Healthy

Commit Frequency

Open Issues: 87
Open PR: 58
Last Release: 2 months ago
Last Commit: 2 days ago

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

We found that paddleocr demonstrates a positive version release cadence with at least one new version released in the past 3 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

Active

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 220
Funding: No

A good and healthy external contribution signal for paddleocr project, which invites more than one hundred open source maintainers to collaborate on the repository.

We found a way for you to contribute to the project! Looks like paddleocr is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.8

Age: 4 years
Latest Release: 2 months ago
Dependencies: 15 Direct
Versions: 47
Maintainers: 3
Wheels: OS Independent

Readme

English | 简体中文

简介

PaddleOCR 旨在打造一套丰富、领先、且实用的 OCR 工具库，助力开发者训练出更好的模型，并应用落地。

🚀 社区

PaddleOCR 由 PMC 监督。Issues 和 PRs 将在尽力的基础上进行审查。欲了解 PaddlePaddle 社区的完整概况，请访问 community。

⚠️注意：Issues模块仅用来报告程序🐞Bug，其余提问请移步Discussions模块提问。如所提Issue不是Bug，会被移到Discussions模块，敬请谅解。

📣 近期更新(more)

🔥🔥《PaddleX文档信息个性化抽取新升级》，PP-ChatOCRv3创新性提供了基于数据融合技术的OCR模型二次开发功能，具备更强的模型微调能力。百万级高质量通用OCR文本识别数据，按特定比例自动融入垂类模型训练数据，破解产业垂类模型训练导致通用文本识别能力减弱难题。适用自动化办公、金融风控、医疗健康、教育出版、法律党政等产业实际场景。10月17日（周四）19：00直播为您详细解读数据融合技术以及如何利用提示词工程实现更好的信息抽取效果。报名链接
🔥2024.10.1 添加OCR领域低代码全流程开发能力:
- 飞桨低代码开发工具PaddleX，依托于PaddleOCR的先进技术，支持了OCR领域的低代码全流程开发能力：
  - 🎨 模型丰富一键调用：将文本图像智能分析、通用OCR、通用版面解析、通用表格识别、公式识别、印章文本识别涉及的17个模型整合为6条模型产线，通过极简的Python API一键调用，快速体验模型效果。此外，同一套API，也支持图像分类、目标检测、图像分割、时序预测等共计200+模型，形成20+单功能模块，方便开发者进行模型组合使用。
  - 🚀提高效率降低门槛：提供基于统一命令和图形界面两种方式，实现模型简洁高效的使用、组合与定制。支持高性能推理、服务化部署和端侧部署等多种部署方式。此外，对于各种主流硬件如英伟达GPU、昆仑芯、昇腾、寒武纪和海光等，进行模型开发时，都可以无缝切换。
- 支持文档场景信息抽取v3(PP-ChatOCRv3-doc)、基于RT-DETR的高精度版面区域检测模型和PicoDet的高效率版面区域检测模型、高精度表格结构识别模型SLANet_Plus、文本图像矫正模型UVDoc、公式识别模型LatexOCR、基于PP-LCNet的文档图像方向分类模型
🔥2024.7 添加 PaddleOCR 算法模型挑战赛冠军方案：
- 赛题一：OCR 端到端识别任务冠军方案——场景文本识别算法-SVTRv2；
- 赛题二：通用表格识别任务冠军方案——表格识别算法-SLANet-LCNetV2。

🌟 特性

支持多种 OCR 相关前沿算法，在此基础上打造产业级特色模型PP-、PP-Structure和PP-ChatOCR，并打通数据生产、模型训练、压缩、预测部署全流程。

📝 文档

完整文档请移步：docs

📚《动手学 OCR》电子书

《动手学 OCR》电子书

🎖 贡献者

⭐️ Star

许可证书

本项目的发布受 Apache License Version 2.0 许可认证。

paddleocr dependencies

beautifulsoup4 cython imgaug lmdb opencv-contrib-python opencv-python pillow pyclipper python-docx pyyaml rapidfuzz requests scikit-image shapely tqdm

FAQs

What is paddleocr?

Awesome OCR toolkits based on PaddlePaddle(8.6M ultra-lightweight pre-trained model, support training and deployment am... Visit Snyk Advisor to see a full health score report for paddleocr, including popularity, security, maintenance & community analysis.

Is paddleocr popular?

The python package paddleocr receives a total of 87,992 weekly downloads. As such, paddleocr popularity was classified as a popular. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is paddleocr well maintained?

We found that paddleocr demonstrated a healthy version release cadence and project activity. It has a community of 220 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is paddleocr safe to use?

The python package paddleocr was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 21 December-2024, at 16:03 (UTC).

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paddleocr

Awesome OCR toolkits based on PaddlePaddle(8.6M ultra-lightweight pre-trained model, support training and deployment among server, mobile, embedded and IoT devices) For more information about how to use this package see README

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Readme

简介

🚀 社区

📣 近期更新(more)

🌟 特性

⚡ 快速开始

🔥 低代码全流程开发

📝 文档

📚《动手学 OCR》电子书

🎖 贡献者

⭐️ Star

许可证书

paddleocr dependencies

FAQs

What is paddleocr?

Is paddleocr popular?

Is paddleocr well maintained?

Is paddleocr safe to use?

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Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

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Readme

简介

🚀 社区

📣 近期更新(more)

🌟 特性

⚡ 快速开始

🔥 低代码全流程开发

📝 文档

📚《动手学 OCR》电子书

🎖 贡献者

⭐️ Star

许可证书

paddleocr dependencies

FAQs

What is paddleocr?

Is paddleocr popular?

Is paddleocr well maintained?

Is paddleocr safe to use?

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Source Code

Open Source

Container

Config

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