MMDeploy is an open-source deep learning model deployment toolset. It is a part of the OpenMMLab project. Models can be exported and run in several backends, and more will be compatible. All kinds of modules in the SDK can be extended, such as Transform for image processing, Net for Neural Network inference, Module for postprocessing and so on. Install and build your target backend. ONNX Runtime is a cross-platform inference and training accelerator compatible with many popular ML/DNN frameworks. Please read getting_started for the basic usage of MMDeploy.

Features

  • Fully support OpenMMLab models
  • Multiple inference backends are available
  • Build from Docker
  • Benchmark and Model zoo
  • Test rewritten model
  • Test backend ops

Project Samples

MMDeploy Screenshot 1

Project Activity

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Categories

Frameworks, Machine Learning, Neural Network Libraries, Deep Learning Frameworks, Image Processing, LLM Inference

License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python Frameworks, Python Machine Learning Software, Python Neural Network Libraries, Python Deep Learning Frameworks, Python Image Processing Software

Registered

2022-08-17
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