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Membrane Plugin for applying YOLO object detection on raw video frames

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Membrane YOLO Plugin

Hex.pm API Docs CircleCI

Contains 2 Membrane Filters:

  • Membrane.YOLO.Detector - for running object detection on a video stream.
  • Membrane.YOLO.Drawer - for drawing object detection results generated by Membrane.YOLO.Detector.

Uses under the hood yolo_elixir.

It's a part of the Membrane Framework.

Installation

The package can be installed by adding membrane_yolo_plugin to your list of dependencies in mix.exs:

def deps do
  [
    {:membrane_yolo_plugin, "~> 0.1.0"}
  ]
end

Examples

Open a Livebook examples/yolo.livemd or run $ elixir examples/live_camera_capture.exs, $ elixir examples/live_mp4_processing.exs and $ elixir examples/offline_mp4_processing.exs

Copyright and License

Copyright 2025, Software Mansion

Software Mansion

Licensed under the Apache License, Version 2.0

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Membrane Plugin for applying YOLO object detection on raw video frames

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