# yolov7-Pyside6 Image and Video Inference with UI
View Chinese Version [here](https://github.com/SwimmingLiu/yolov7-Pyside6/blob/main/README-CN.md)
This project is based on [YOLOv7](https://github.com/WongKinYiu/yolov7) & [PyQt5-YOLOv5](https://github.com/Javacr/PyQt5-YOLOv5)
When the GUI is launched, it will automatically detect the presence of the [YOLOv7 models](https://github.com/WongKinYiu/yolov7/releases/) that were previously added to the "ptmodel" folder.
With this project, our aim was to offer end users quick inferences that would simplify their work. To achieve this, we focused on developing a lightweight and fast project that would meet their needs.
The system features:
OS : Windows 11
CPU : Intel(R) Core(TM) i7-10750H CPU @ 2.60GHz 2.59 GHz
GPU : NVIDIA GeForce GTX 1660Ti 6GB
## Inferences on Image and Video
<img src="https://user-images.githubusercontent.com/53814462/218943807-1563fe4f-81b6-4148-89c3-71bedf5d2714.png" width="800"/><br/>
<img src="https://user-images.githubusercontent.com/53814462/218943813-17173906-1ee8-4293-90ab-bf1b11bf47a8.png" width="800"/><br/>
<img src="https://user-images.githubusercontent.com/53814462/218943823-bc03dadd-af32-43fb-a873-64741d8c9c6d.png" width="800"/><br/>
## Prepare
```bash
### create virtual env
conda create -n yolov7 python=3.9
### requirements
pip install -r requirements.txt
### Download related version Pytorch
pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117
```
Download [Pytorch](https://pytorch.org/get-started/locally/)
## Run
```bash
python main.py
```
## Function
1. support image/video as input
2. change model
3. change IoU
4. change confidence
5. paly/pause/stop
6. show result
8. export detected image/video
## Demo Video
Check in [YOLOv7检测界面-Pyside6-GUI](https://www.bilibili.com/video/BV1oy4y1f7t1/?spm_id_from=333.999.0.0)
## Reference
- [WongKinYiu/yolov7](https://github.com/WongKinYiu/yolov7)
- [PyQt5-YOLOv5](https://github.com/Javacr/PyQt5-YOLOv5)
- [YOLOv7-Predict-with-UI](https://github.com/swiminggay/YOLOv7-Predict-with-UI)
- [Python Qt 简介](https://www.byhy.net/tut/py/gui/qt_01/)
## End
Please consider giving me a star if this project is helpful to you. ⭐⭐⭐
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基于YOLOv7+Pyside6的GUI可视化界面检测图像和视频源码+说明文档.zip
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2024-05-03
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1、资源内容:基于YOLOv7+Pyside6的GUI可视化界面检测图像和视频源码+说明文档(高分项目).rar 2、适用人群:计算机,电子信息工程、数学等专业的大学生课程设计、期末大作业或毕业设计,作为“参考资料”使用。 3、更多仿真源码和数据集下载列表(自行寻找自己需要的):https://blog.csdn.net/m0_62143653?type=download 4、免责声明:本资源作为“参考资料”而不是“定制需求”不一定能够满足所有人的需求,需要有一定的基础能够看懂代码,能够自行调试,能够自行添加功能修改代码。由于作者大厂工作较忙,不提供答疑服务,如不存在资源缺失问题概不负责,谢谢理解。
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