Dylan’s Status Report for 3/28/26

This week, I fixed the camera and inference pipeline to properly interface with the AI camera module, resolving integration issues that were blocking the end-to-end pipeline. After running initial integration tests on mock dash cam footage in Pittsburgh, I retrained the YOLOv12n model to improve detection accuracy based on observed results. I also assisted in integrating the upload pipeline on the Raspberry Pi 5, contributing to the completion of the full hardware-to-cloud data flow. I am currently on schedule, and my next steps are to integrate live GPS polling into the detection pipeline and conduct in-vehicle testing by powering the Raspberry Pi 5 from the car’s cigarette lighter socket