A picture of the object detector in action.

Object Detector

This tool utilizes real‑time object detection on a Raspberry Pi 4 using OpenCV and COCO for 80‑class inference. It achieved 12-15 FPS on device through the tuning of input scaling, mean subtraction, and NMS/confidence thresholds.