YOLO Object Detection

YOLO Object Detection

Ran a YOLO object detector on street footage to label cars, people, and traffic lights

December 2022
Completed

Project Overview

My first hands-on computer vision project: running a YOLO object detector in a Python notebook on street-level video. Every frame comes back with bounding boxes, class labels, and confidence scores for the cars, trucks, buses, people, and traffic lights in view.

The original notebook is gone, but the frame below is one of its outputs.

Detections on a street frame

A street scene with labeled bounding boxes: truck 0.95, bus 0.91, car 0.98, person 0.94, traffic light 0.45

Output from the notebook: each box is a detected object with its class and confidence score.

Skills & Technologies

YOLOPythonJupyterComputer VisionObject Detection

Project Info

Duration:

December 2022 - December 2022

Status:

Completed