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https://github.com/codingonion/yolov5-gui-slint

YOLOv5 GUI inference framework built with Slint.
https://github.com/codingonion/yolov5-gui-slint

aigc awesome candle gui image-processing llm machine-learning object-detection object-recognition opencv pytorch rust slint slint-ui tauri-app yolo yolov5 yolov8

Last synced: 12 days ago
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YOLOv5 GUI inference framework built with Slint.

Host: GitHub
URL: https://github.com/codingonion/yolov5-gui-slint
Owner: codingonion
Fork: true (bencevans/rust-opencv-yolov5)
Created: 2023-02-11T15:05:01.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2024-03-06T14:58:48.000Z (4 months ago)
Last Synced: 2024-03-06T16:17:50.646Z (4 months ago)
Topics: aigc, awesome, candle, gui, image-processing, llm, machine-learning, object-detection, object-recognition, opencv, pytorch, rust, slint, slint-ui, tauri-app, yolo, yolov5, yolov8
Language: Rust
Homepage:
Size: 23.4 KB
Stars: 1
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Lists

awesome-yolo-object-detection - codingonion/yolov5-gui-slint - gui-slint?style=social"/> : YOLOv5 GUI inference framework built with Slint. (Applications)

README

        # YOLOv5-GUI-Slint

**yolov5-gui-slint** is a inference framework for [YOLOv5](https://github.com/ultralytics/yolov5)  written in [Rust Programming Language](https://www.rust-lang.org/), built with [Slint](https://github.com/slint-ui/slint) framework, and it is greatly inspired by [bencevans/rust-opencv-yolov5](https://github.com/bencevans/rust-opencv-yolov5).

***Note that this repository is under active development.***

# Preview

![YOLOv5-GUI-Slint](slint_ui/imgs/YOLOv5-GUI-Slint.png)

## TODO

- [X] Rust [slint-ui](https://slint.dev/) native GUI support.

- [X] *.onnx model format inference support.

- [ ] Image/Video/Camera data input support.

- [ ] *.pt model format inference support.

- [ ] Rust multi-platform GUI support.

- [ ] Codes refactoring using [huggingface/candle](https://github.com/huggingface/candle) ML framework.

- [ ] ...

## Acknowledgements

Thanks you for the following excellent public contributions.

- [https://github.com/ultralytics/yolov5](https://github.com/ultralytics/yolov5)

- [https://github.com/MohaBeacon/slint-opencv](https://github.com/MohaBeacon/slint-opencv)

- [https://github.com/bencevans/rust-opencv-yolov5](https://github.com/bencevans/rust-opencv-yolov5)

- [https://github.com/masc-it/yolov5-api-rust](https://github.com/masc-it/yolov5-api-rust)

- [https://github.com/AndreyGermanov/yolov8_onnx_rust](https://github.com/AndreyGermanov/yolov8_onnx_rust)

- [https://github.com/igor-yusupov/rusty-yolo](https://github.com/igor-yusupov/rusty-yolo)

- [https://github.com/metobom/tchrs-opencv-webcam-inference](https://github.com/metobom/tchrs-opencv-webcam-inference)