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Pune · Pune Police · June 2025

Real-time crowd and vehicle counts for the Pune Wari

The Wari brings very large numbers of devotees through Pune on foot. Pune Police needed live data on crowd size and vehicle movement at the city's entry and exit points.

At a glance

Customer
Pune Police
Event
Wari 2025, the Palkhi procession on the Sant Dnyaneshwar and Sant Tukaram Palki routes
Partner
Wizpro Consultech Pvt Ltd
Systems
AI people counting cameras, ATCC cameras and live monitoring
Coverage
Key entry and exit points of the city, across both days

Overview

In June 2025, Stellarview worked with Pune Police and its partner Wizpro Consultech on the Wari, the annual Palkhi procession. The 2025 procession used artificial intelligence for planning, implementation and analysis.

Stellarview placed people counting and vehicle counting cameras at key entry and exit points of the city. Data streamed live to the police throughout the event.

The challenge

  • Millions of devotees walk in the Wari, and the police are responsible for their safety and movement
  • Crowd size had to be estimated while the procession moved
  • Vehicles entering and leaving Pune had to be counted and classified to spot congestion
  • Route decisions needed live data, not reports after the event

The solution

  • AI people counting cameras: track footfall in real time and support crowd control
  • ATCC cameras: count and classify vehicles entering and exiting Pune
  • Live monitoring: real-time data streaming for the whole event

The cameras covered the city's key entry and exit points on the Sant Dnyaneshwar and Sant Tukaram Palki routes, at Vishrantwadi and Khadki.

Map of Pune with three marked sites: 1, Sant Dnyaneshwar Palkhi entry; 2, Sant Tukaram Palkhi entry; 3, exit point for both Palkhis
Monitoring sites: (1) Sant Dnyaneshwar Palkhi entry, (2) Sant Tukaram Palkhi entry, (3) exit point for both Palkhis. Map: Google Maps.
Camera frame from 20 June 2025 of pilgrims in raincoats walking on a wet road, each head in a green tracking box, with a virtual counting line showing entry 171 and exit 2
People counting: each pilgrim is tracked and counted at a virtual line, 20 June 2025.
Pune Police crowd analytics dashboard for Vishrantwadi: 266,725 entrances, 9,318 exits, camera online, an hourly line chart that peaks at 9:00, and a peak hour of 09:00 with 42,501 entrances
Live dashboard for Vishrantwadi on 20 June 2025.

Impact

4.95lakhPilgrims on the peak day
4,400Vehicles over two days
2Palki routes covered

On 20 June 2025, the peak day, the system counted about 4.95 lakh pilgrims entering Pune, including about 21,000 in 2,600 vehicles. On 22 June, about 2.80 lakh pilgrims and 1,800 vehicles left the city. There were no stampede incidents.

The police gained real-time situational awareness. They could estimate crowd sizes, identify vehicle congestion and plan routes with live data. The news article has the full counts and the vehicle mix.

Conclusion

At the Wari 2025, people counting and ATCC cameras gave Pune Police live counts of devotees and vehicles at the city's entry and exit points, alongside a strong police presence on the ground.

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