YOLOv5 backed Web GUI

Hi Ultralytics!

What is the best tool to make a front-end simple web-based GUI that displays notifications for detected objects using YOLOv5?
Goal: I have a model trained and dataset, now I want to see the real-time results in a simple web user interface.

What knowledge is required to accomplish this goal? Links to any similar projects will be appreciated. Thanks.

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Hi @khandriod here are some projects to start up with but they are not exactly what you are looking for.

Using PYQT5:

Using FastApi

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Javacr/PyQt5-YOLOv5: PyQt5 implementation of YOLOv5 GUI (github.com)