Teaching a Webcam to See: Building a Real-Time Object Detection Pipeline with YOLOv8

A few weeks ago, my portfolio was mostly tabular data — CSVs, groupby(), Seaborn charts, the occasional RAG pipeline. Useful skills, but all of it lived inside static datasets. I wanted to try somethi