Project Category

Computer Vision Course Projects

Course projects implementing CNN-based positioning and object detection. Repositories provide the code for the modeling approaches below.

All projects
Computer Vision CNN YOLOv5 Object Detection Deep Learning PyTorch MATLAB

CNN-Based Indoor Positioning

GitHub

Task: predict building, floor, and area from WiFi RSS fingerprints.

Approach: transform fingerprints into image-like matrices and train CNN models in MATLAB.

CNN Indoor Localization WiFi RSS MATLAB

YOLOv5 Steel Surface Defect Detection

GitHub

Task: detect defects in steel-surface images.

Approach: a course implementation using YOLOv5s and PyTorch for object detection.

YOLOv5 Object Detection Industrial AI Defect Detection PyTorch