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Osman Furkan Küçük

Drone-Based Campus Pollution & Crowd Monitoring

A system that analyses drone imagery to monitor environmental pollution and crowd density on university campuses.

  • Python
  • YOLO v8/v11
  • OpenCV
  • PyTorch
Read the paper ↗
01

Problem

Monitor environmental pollution and crowd density across a university campus from the air.

02

Results

Reported in the paper.

Related paper

Publication

Development of a Drone-Based Intelligent Analysis System for Environmental Pollution and Crowd Density Monitoring on University Campuses

Engineering and Applied Science Letters · 2025

doi.org/10.30538/psrp-easl2025.0120 ↗