Introduction to the PaddlePaddle Industry-Grade Open Source Model Library
Overview
The PaddlePaddle Industry-Grade Model Library is a comprehensive collection of mainstream models that have been honed through extensive industry practice, including those that have won international competitions. It is designed to provide a range of end-to-end development kits for various scenarios such as semantic understanding, image classification, object detection, image segmentation, text recognition, and speech synthesis. These tools are tailored to meet the needs of businesses for low-cost development and rapid integration. This model library is specifically crafted to suit the actual R&D processes of domestic enterprises, with services extending across industries such as energy, finance, industry, and agriculture.
Recent Updates
-
November 29, 2022: The
release/2.4branch was updated, now featuring over 600 official models and over 260 ecosystem models, with the count continually increasing. -
May 17, 2022: The
release/2.3branch was updated, with the official models exceeding 500, and ecosystem models over 170. -
November 30, 2021: The
release/2.2branch was updated, systematically organizing a list of official, academic, and community models, featuring more than 400 official models and over 100 ecosystem models.Note: From
release/2.2onwards, branch models are implemented based on dynamic graphs. Some static graph model codes remain in thedev-staticbranch for developers who need them.
Main Contents
| Section | Description |
|---|---|
| Official Models | - Focus on industry practice, with over 600 models. - PaddlePaddle PP Series Models that offer the best balance of performance and precision. - Support dynamic graph development for fields like vision, natural language, speech, and recommendations. - Official implementation with ongoing technical support and Q&A. - Aligned with PaddlePaddle core framework versions, fully tested for reliability. |
| Research Models | - Focused on academic frontiers with continuous updates. - Mainly contributed by academic ecosystem partners associated with PaddlePaddle. |
| Community Models | - Focused on a wider range of scenarios, emphasizing coverage of academic papers. - Mainly contributed by PaddlePaddle ecosystem developers, with ongoing updates. |
Join the PaddlePaddle Model Library Technical Exchange Group
If you're interested in learning about the latest developments in the PaddlePaddle Model Library or wish to discuss key models with experienced developers focusing on industrial practice, you are welcome to join the PaddlePaddle Model Library exchange group. Simply scan the QR code and fill out a short survey to add the assistant, then reply "model" to join the group.
Acknowledgments
We extend our gratitude to all the developers who have contributed to the PaddlePaddle Industry-Grade Model Library and look forward to your continued contributions.
License
This guide is contributed by PaddlePaddle, under the Apache-2.0 license.