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YOLO - Real-Time Object Detection Simplified

Project update 6 Dec 2024 by alvises / alvisesus

https://github.com/poeticoding/yolo_elixir

I’m thrilled to share YOLO, my first Elixir library, designed to make real-time object detection simple and accessible for Elixir developers. Built around the power of YOLOv8, this library lets you detect objects in images or videos with speed and ease.

Here’s what I’ve worked on:

  • Fast detections: Just 38ms per image on a MacBook Air M3 with EXLA.
  • Simple API: Load models and detect objects in just two steps.
  • Extensibility: Built for YOLOv8, with support for custom models on the way.
  • Rust-powered NMS: Optional Rust NIF for blazing-fast post-processing.

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