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

See All Activity >

Categories

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

License

Apache License V2.0

Follow MMDeploy

MMDeploy Web Site

Other Useful Business Software
Our Free Plans just got better! | Auth0 Icon
Our Free Plans just got better! | Auth0

With up to 25k MAUs and unlimited Okta connections, our Free Plan lets you focus on what you do best—building great apps.

You asked, we delivered! Auth0 is excited to expand our Free and Paid plans to include more options so you can focus on building, deploying, and scaling applications without having to worry about your security. Auth0 now, thank yourself later.
Try free now
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of MMDeploy!

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
Report inappropriate content