Amitava Das
Professor, BITS Goa | Former Research Associate Professor, AIISC, USA
Total Clips
115k+
From 714 source videos
City Scenes
22
Coverage across India
Dataset Scale
300 hr+
121 GB total data volume
Taxonomy Coverage
15 Fields
65+ values, v3 structured tags
Tier 1 Cities
- 6 metros, 68k+ clips
Tier 2 Cities
- 15 cities, 40k+ clips
Full Taxonomy Coverage
- 15 fields, 65+ values, v3 structured tags
Analysis 01
Congestion Recovery Curve
Predictive state quality improves as temporal context accumulates, even under highly variable street-level density.
Analysis 02
Density Adaptation Index
Dummy comparative results indicate stronger adaptation in mixed-density environments with minimal planner delay.
Contributors
Aman Chadha
GenAI Leadership @ AWS | Stanford AI | Ex-Amazon Alexa, Nvidia, Qualcomm | EB-1 "Einstein Visa" Recipient | EMNLP 2023 Outstanding Paper Award
Vasu Sharma
Applied Research Scientist Lead at Facebook AI Research | 6k+ citations | Ex-Citadel | CMU | IIT Kanpur | Startup Advisor & Mentor | Angel Investor | EB1A green card recipient
Vinija Jain
AI @ Meta | Ex-Amazon, Oracle, PANW | Stanford AI | EMNLP Outstanding Paper Award Recipient