crossrefInternational Research Journal on Advanced Engineering and Management (IRJAEM)2026-07-23
Deep Learning-Based Crowd Density Estimation Using Convolutional Neural Networks for Real-Time Analysis
Sushma B Malipatil, Amankar Reddy T A, Manjunath Jogin, Karthik G P
Estimating the number of people present in a crowded scene from an image is a challenging computer vision problem, particularly under conditions of severe occlusion, scale variation, and non-uniform crowd distribution. This paper presents a deep learning framework for crowd densi…