https://github.com/lumarans30/onnx-playground-axum

ONNX Model Web Interface in Rust
https://github.com/lumarans30/onnx-playground-axum

axum beercss htmx minininja object-detection ort rust yolov8

Last synced: 2 months ago
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ONNX Model Web Interface in Rust

• Host: GitHub
• URL: https://github.com/lumarans30/onnx-playground-axum
• Owner: LuMarans30
• Created: 2025-03-02T19:50:42.000Z (3 months ago)
• Default Branch: master
• Last Pushed: 2025-03-13T09:36:52.000Z (3 months ago)
• Last Synced: 2025-03-13T10:33:02.773Z (3 months ago)
• Topics: axum, beercss, htmx, minininja, object-detection, ort, rust, yolov8
• Language: Rust
• Homepage:
• Size: 80.9 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ONNX Model Web Interface in Rust

A web interface for running ONNX models built with [Axum](https://github.com/tokio-rs/axum) (Rust), [MiniJinja](https://docs.rs/minijinja/latest/minijinja), [HTMX](https://htmx.org/), [ort](https://ort.pyke.io/) and [BeerCSS](https://www.beercss.com/). 


Currently supports YOLOv8 for object detection in images.

![demo](https://github.com/user-attachments/assets/44bdc391-1b05-450b-8a0b-70a61c9f110b)

### Installation

```bash

git clone https://github.com/LuMarans30/onnx-playground-axum.git

cd onnx-playground-axum 

# Install dependencies and build

cargo build --release

# Start server

./target/release/onnx-playground-axum

```

Server starts at `0.0.0.0:8080`