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Safety Critical Scenario Identification in Self-driving Cars using Machine Learning

Innovator Details

Innovator
Dr. Ram Prasad Padhy
Co-Developer / Co-Innovator
Dr. Sambit Bakshi

About

The project focuses on situational awareness for self-driving cars using state-of-the-art perception algorithms, including 2D/3D object detection, sensor fusion, and multi-object tracking. Algorithms will be tested on datasets like IDD, KITTI, NuScenes, and Waymo, emphasizing Indian scenarios, while extracting positional and kinematic data to identify critical driving situations.
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
TRL: Technology Readiness Level
6
TIH Name
TiHAN Foundation, IIT Hyderabad
Status
completed
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