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Final-year project topics built with Ultralytics YOLOv8 · person detection — working builds, abstracts and honest quotation pricing.

Queue monitoring illustration: a camera view over a service counter with people detected and counted inside a queue region of interest.
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Queue Length Estimation using YOLO

This project builds a camera-based queue monitor that counts people waiting at a service counter. A YOLOv8 person detector tr...

Python 3.10 · PyTorch · YOLOv8 training & inference Ultralytics YOLOv8 · person detection CrowdHuman · dense person annotations · Shao et al.
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