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PaddleX -- PaddlePaddle End-to-End Development Toolkit, enables developers to implement real industry projects in a low-code form quickly
🤗 PaddleX integrated the abilities of Image classification, Object detection, Semantic segmentation, and Instance segmentation in the Paddle CV toolkits, and get through the whole-process development from Data preparation and Model training and optimization to Multi-end deployment. At the same time, PaddleX provides Succinct APIs and a Graphical User Interface. Developers can quickly complete the end-to-end process development of the Paddle in a form of low-code without installing different libraries.
🏭 PaddleX has been validated in a dozen of industry application scenarios such as Quality Inspection, Security, Patrol Inspection, Remote Sensing, Retail, Medical etc.. In addition, it provides a wealth of case practice tutorials, to help developer could apply to actual cases easily.
❤️ You can go to Complete PaddleX Online Documentation Contents for complete tutorial with the format of Read the Doc and better reading experience ❤️
PaddleX has two development modes to meet different needs of users:
1.Python development mode:
The design of PaddleX Python API taking into account of comprehensive functions, development flexibility, and integration convenience, giving developers the smoothest deep learning development experience.
- paddlepaddle >= 1.8.4
- python >= 3.6
You shuould use command of python3 and pip3 instead if you have python2 installed.
pip install paddlex -i https://mirror.baidu.com/pypi/simple
Please refer to the PaddleX installation for detailed installation method.
It's a all-in-one client enable develops could implement deep learning projects without code.
Go to PaddleX Official Website to download the all-in-one client.
Go to PaddleX GUI tutorial for details of using it.
To get developers up to speed with the PaddleX API, we've created a complete series of sample tutorials that you can run PaddleX projects online through the AIStudio quickly.
（continue to be updated）
You are welcomed to contribute codes to PaddleX or provide suggestions. If you can fix an issue or add a new feature, please feel free to submit Pull Requests.