Try it online at: https://luca-bontempi-object-detection.web.app/
This demo was develped as an experiment to integrate a deep learning model and realtime database access into a frontend application.
The implementation is based on a training instance of the COCO dataset with over 80 labels (e.g. vehicles, animals and household objects). The experiment introduces several improvements over my previous computer vision project for real-time face recognition, written in Python and based on a Multi-Task Cascaded Convolutional Neural Network (MTCNN).