crowd-density

Real-time crowd analysis for local video or webcam input. Uses Ultralytics YOLO (YOLO11n with YOLOv8n fallback) to detect people, show a per-frame count, and build a Gaussian-smoothed OpenCV heatmap from accumulated person-center positions.

This is the key code of the paper "CCST: Crowd Counting with Swin Transformer"

Reimplement Crowd Counting Paper ideas

A real-time computer vision system for monitoring and analyzing crowd density using YOLO-based object detection and tracking.

ML-powered dynamic travel route planner that predicts crowd density and recommends crowd-aware routes using Flask, Python, and Dijkstra's algorithm.

AI-powered crowd density classification using Wi-Fi RSSI signals with Machine Learning and a responsive web dashboard.