In this project, multiple object classifications can be performed in real-time by using a connected webcam and Streamlit API. Just start the app with the command streamlit run app.py and use a webcam.
Currently up to 90 different objects can be detected simultaneously. Since the main goal here was to support low-computational devices, a small pre-trained MobileDet network was used. A live-demo can be tested here.