Tensorflow lite provides an object detection example for android here which we used to help us integrate object detection into our android app. In this video we show video streaming from the ESP32 over Bluetooth, and object detection correctly identifying a cup.

As the next steps we want to add text detection, and optical character recognition, to allow things such as food boxes to be identified.