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AndreyGermanov / yolov8_onnx_rust

YOLOv8 inference using Rust
GNU General Public License v3.0
51 stars 7 forks source link

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YOLOv8 inference using Rust

This is a web interface to YOLOv8 object detection neural network implemented on Rust.

This is a source code for a "How to create YOLOv8-based object detection web service using Python, Julia, Node.js, JavaScript, Go and Rust" tutorial.

Install

Ensure that the ONNX runtime installed on your operating system, because the library that integrated to the Rust package may not work correctly. To install it, you can download the archive for your operating system from here, extract and copy contents of "lib" subfolder to the system libraries path of your operating system.

Run

Execute:

cargo run

It will start a webserver on http://localhost:8080. Use any web browser to open the web interface.

Using the interface you can upload the image to the object detector and see bounding boxes of all objects detected on it.