Object Detection with YOLO

Tags: Computer Vision

A collection of applied object detection tasks built on YOLO, each fine-tuned for a specific domain:

• Licence plate detection — fine-tuned YOLOv5 to detect plates across vehicle classes in Bangladeshi CCTV footage. Colab
• Card region extraction — locating and cropping identity card regions from raw photographs for downstream processing.
• Engineering drawing checker — detecting standard symbols (e.g. north sign) in scanned engineering drawings to automate compliance checks.