Crowd Density Estimation using Deep Learning

A density-map regression network estimates headcounts from CCTV footage in real time, flagging overcrowding zones for event and campus safety monitoring dashboards.

Project code
AUX-CV-604
Domain
Computer Vision
Type
Software project
Level · Year
Advanced · 2025-26

Technologies and components

Deep LearningCSRNetPyTorchOpenCV

What is included

  • Complete source code
  • Database / dataset and setup guide
  • Project report (college format)
  • PPT for review and viva
  • Installation and demo support
  • Viva question guidance

More Computer Vision Projects

Frequently asked questions

Can I get the Crowd Density Estimation using Deep Learning project for my final year?

Yes. This project (code AUX-CV-604) is available as a software project kit for the 2025-26 academic year. Contact us on WhatsApp to request it.

Can this project be customised?

Yes. Features, technology and documentation can be modified to suit your guide and college requirements.

Which departments is this project suitable for?

CSE, IT, AI & DS, BCA and MCA students, and ECE students interested in software.

Get this project with full support

Ask about customisation, delivery time and viva support.

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