A comprehensive lab manual and practical guide for students to learn real-time object detection using YOLOv11 on NVIDIA Jetson Orin Nano. This repository covers Docker setup, TensorRT optimization, custom dataset creation using Roboflow, and model training with performance analysis across three dataset sizes.