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All Projects → MegEngine → MegFlow

MegEngine / MegFlow

Licence: Apache-2.0 license
Efficient ML solution for long-tailed demands.

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Labels

computer-visiondeep-learningpipelinepipeline-frameworkmegenginemegenginelite

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简体中文 | English

MegFlow | Documentation

GitHub license ubuntu macos

Build video analysis service in 15 minutes.

  • Directly use Python to build pipeline
  • No need C++ SDK anymore, improve the development experience
  • Provide one-stop service for construction, testing, debugging, deployment, and visualization

HowTo

Current Support Matrix

Platform win10 docker/wsl2 ubuntu centOS macos
x86 ✔️ ✔️ ✔️ ✔️
ARMv8 - ✔️ ✔️ -
Python verion support
3.6 ✔️
3.7 ✔️
3.8 ✔️
3.9 ✔️

Built-in Applications

Features

  • Efficient runtime schedule based on async-std[features=tokio1]
  • Use toml to construct pipeline
  • Support static/dynamic/share subgraph
  • Support Rust and Python
  • Support resource management
  • Terminate static subgraph in exception processing
  • Support demux/reorder/transform
  • Use Python stackfull coroutine
  • Support plugin sandbox
  • Real-time preview constructing pipeline

Coming Soon

  • Process-level node
  • Plug-in automated test
  • Performance monitoring
  • More built-in applications

Contact Us

  • Issue: github.com/MegEngine/MegFlow/issues
  • Email: [email protected]
  • QQ Group: 1029741705

License

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].