https://github.com/Javacr/PyQt5-YOLOv5
PyQt5 implementation of YOLOv5 GUI
https://github.com/Javacr/PyQt5-YOLOv5
Last synced: 16 days ago
JSON representation
PyQt5 implementation of YOLOv5 GUI
- Host: GitHub
- URL: https://github.com/Javacr/PyQt5-YOLOv5
- Owner: Javacr
- License: gpl-3.0
- Created: 2021-09-28T07:34:23.000Z (over 3 years ago)
- Default Branch: yolov5_v6.1
- Last Pushed: 2024-09-12T12:58:17.000Z (8 months ago)
- Last Synced: 2024-10-29T15:38:51.599Z (6 months ago)
- Language: Python
- Homepage:
- Size: 165 MB
- Stars: 1,311
- Watchers: 5
- Forks: 222
- Open Issues: 40
-
Metadata Files:
- Readme: readme.md
- License: LICENSE
Awesome Lists containing this project
- awesome-yolo-object-detection - Javacr/PyQt5-YOLOv5 - YOLOv5?style=social"/> : YOLOv5检测界面-PyQt5实现。 (Object Detection Applications)
- awesome-yolo-object-detection - Javacr/PyQt5-YOLOv5 - YOLOv5?style=social"/> : YOLOv5检测界面-PyQt5实现。 (Applications)
README
### TIPS
This repo is based on [YOLOv5 v6.1](https://github.com/ultralytics/yolov5/tree/v6.1)
Download the models of YOLOv5 v6.1 from [here](https://github.com/ultralytics/yolov5/releases/tag/v6.1)，and put the them to the pt folder. When the GUI runs, the existing models will be automatically detected.
Other versions: [v5.0](https://github.com/Javacr/PyQt5-YOLOv5/tree/yolov5_v5.0), ...
If you're not interested in code, you can use the packaged GUI. Download link: [Google Drive](https://drive.google.com/file/d/1UpU0zqDsH_fgkiHw7wLakFMygULXM6qc/view?usp=sharing) or [Baidu Netdisk-pwd=6666](https://pan.baidu.com/s/105Hl2UqRSaDbh4hJQWQ8rg?pwd=6666 ).
Download the zip file and unzip it to the destination, find and run main.exe
### Updated Date：2023/2/1
### Demo Video：
[https://www.bilibili.com/video/BV1sQ4y1C7Vk?spm_id_from=333.999.0.0](https://www.bilibili.com/video/BV1sQ4y1C7Vk?spm_id_from=333.999.0.0)
### Quick Start
```bash
conda create -n yolov5_pyqt5 python=3.8
conda activate yolov5_pyqt5
pip install -r requirements.txt
python main.py
```
### About Packaging
- install pyinstaller
```
pip install pyinstaller==5.7.0
```
- package the GUI
```
pyinstaller -D -w --add-data="./utils/*;./utils" --add-data="./config/*;./config" --add-data="./icon/*;./icon" --add-data="./pt/*;./pt" --add-data="./imgs/*;./imgs" main.py
```
- if no errors occur, the packaged application is in dist/main
### Function
1. support image/video/webcam/rtsp as input
2. change model
3. change IoU
4. change confidence
5. set latency
6. paly/pause/stop
7. result statistics
8. save detected image/video automatically
You can find ui files in [main_win](./main_win) and [dialog](dialog)
### Further Improvements
- [YOLOv8-PySide6-GUI](https://github.com/Jai-wei/YOLOv8-PySide6-GUI?tab=readme-ov-file) by [Jai-wei](https://github.com/Jai-wei)
- [YOLOv5_v7.0 + deepsort](https://github.com/Javacr/PyQt5-YOLOv5/tree/yolov5_v7.0) by [CUMTduchen](https://github.com/CUMTduchen)