CrowdSynthetic
Predict crowd congestion before it happens
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Manikandan Jayaprakash

CrowdSynthetic - Predict crowd congestion before it happens

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CrowdSynthetic
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CrowdSynthetic is an open‑source AI crowd safety simulator that predicts congestion before it becomes dangerous. It visualizes movement, generates real‑time heatmaps, scores zone‑level risk, and triggers automated evacuation logic. Built for concerts, festivals, temples, and stadiums, it helps organizers understand crowd behavior and prevent disasters through simulation and analytics.

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Manikandan Jayaprakash
CrowdSynthetic
Maker
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Hi everyone! I built CrowdSynthetic because crowd safety is still handled reactively, and I wanted a way to see danger before it forms. This open‑source simulator predicts congestion, visualizes heatmaps, scores risk in real time, and triggers evacuation logic — all running locally with no cloud dependency. I’d love your feedback, ideas, and thoughts on how this can evolve into a tool that helps organizers keep people safe at concerts, festivals, temples, and stadiums. Thanks for checking it out and supporting the launch!
Mykyta Semenov 🇺🇦🇳🇱

Interesting idea. But in any concert, there will be many areas with maximum crowding. I think this solution would be more interesting to governments rather than commercial companies.

Manikandan Jayaprakash
CrowdSynthetic
Maker

@mykyta_semenov_  Thanks for sharing that perspective — you’re right that concerts naturally have dense zones. The value here isn’t eliminating crowding, but identifying when normal density starts shifting into risky flow patterns or bottlenecks. That’s where incidents usually begin. And yes, governments are definitely a strong fit, but large event organizers and venue operators are also starting to look at proactive risk tools, especially after recent crowd‑related incidents.Still early, but the interest is coming from both sides.

Mykyta Semenov 🇺🇦🇳🇱

@mani_kandan46 Then I wish you success in developing the startup! :)

Lena Berding
This can solve a really meaningful problem! Speaking as a visitor rather than an event organizer, I like Google feature to see how crowded a place is before going. Sometimes I even decide not to go if it looks too busy. From a consumer’s point of view, this can be a helpful.
Manikandan Jayaprakash
CrowdSynthetic
Maker

@lena_btw Thanks for sharing! Your perspective highlights a use-case we hadn’t explored—empowering visitors to plan their experience safely. It’s exciting to see how the POC could benefit both attendees and organizers!