As a team, we are continuing to work on our individual subsystems and we are making sufficient progress. Currently, the most significant challenge we are facing is the lack of documentation on the eYs3D camera we are using, which could make it more difficult to integrate it with the Raspberry Pi and the ML models. Furthermore, the addition of OCR means that more time needs to be allocated for the ML component of the device.
Opalina’s Status Report 2/22
This week I dived deeper into finalizing and testing YOLO v8 for the sake of object detection. I researched ways to fine tune to model to fit our purposes while eliminating potential for error due to crowds, shaky cameras, advertisements, etc.