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crowdflow-risk-model
Kunalpatil31/crowdflow-risk-model
crowdflow-risk-model is a machine learning model from Kunalpatil31. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This model predicts the forward-shifted (5 minutes ahead) risk level for a crowd zone based on live simulation metrics. It uses a GradientBoostingClassifier trained on ~40 diverse scenarios of the CrowdFlow AI venue s…
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Updated Aug 10, 2026
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At a glance
- License
- mit
- Access
- Public
- Created
- Aug 10, 2026
- Updated
- Aug 10, 2026
- SHA
- 791254d4
Model card
From the Hugging Face model README
CrowdFlow AI - Predictive Risk Model
This model predicts the forward-shifted (5 minutes ahead) risk level for a crowd zone based on live simulation metrics. It uses a GradientBoostingClassifier trained on ~40 diverse scenarios of the CrowdFlow AI venue simulation.
Inputs
Features used: ['density', 'capacity', 'inflow', 'outflow', 'avg_speed', 'crowd_size', 'event_phase_ARRIVAL', 'event_phase_DEPARTURE', 'event_phase_HALFTIME', 'event_phase_STEADY']
Outputs
Predicts risk_level as one of: LOW, MODERATE, HIGH, CRITICAL, OVERCAPACITY.
- License
- mit
- Created
- Aug 10, 2026
- Updated
- Aug 10, 2026