Real-world events like person violence and falls are inherently spatio-temporal. Yet traditional pipelines-relying on object detectors and handcrafted post-processing-fail in crowded settings and miss key temporal context.
This AI challenge aims to develop an edge-deployable, end-to-end deep learning solution for real-time spatio-temporal event localization on live video streams.
Internship: Top 3 winners secure paid summer internships at Vehant Research Labs-an environment to dive into edge AI deployment, and to collaborate on safety tech: A pathway to full-time roles.
| Event | Date |
| Registration Open | December 17, 2025 |
| Release of Training Dataset | January 09, 2026 |
| Release of Test Set Images | January 16, 2026 |
| Submission Start Date | January 19, 2026 |
| Submission End Date | January 30, 2026 |
| Winner Announcement | February 13, 2026 |
| Position | Prize |
| Winner | 30,000 |
| Runner-up | 25,000 |
Organizers: Abhay Kumar, Rahul Nair, Sannidhya Rawat, Prakhar Gupta
For any query please contact: contest@vehant.com
+91-120-4610200 
contact@vehant.com 