YOLOv7 based dashboard to detect and view common objects through various sources such as RTSP, HTTPS, local video, webcam using streamlit.

Usage

1. Clone the repo
2. Install all the dependencies in requirements.txt (in a python virtual environment (recommended))
3. Download the yolov7.pt weights and put them in the root folder
4. Run:

streamlit run app.py

5. Access the web app on "localhost:8501"

Expected result

After running, this is what you should see on the terminal:

And this is a view of the webapp running with the local video option:

References

1. Official YOLOv7 repo
2. Streamlit dashboard