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Academic Innovations

Federated Learning for Autonomous Driving

Innovator Details

Innovator
Prof. C. Krishna Mohan
Co-Developer / Co-Innovator
Challapalli Phanindra Revanth

About

Federated learning for autonomous driving enables decentralized model training across multiple vehicles without sharing raw data. It allows vehicles to collaboratively improve driving algorithms while maintaining data privacy. This approach enhances safety, efficiency, and adaptability of autonomous systems by leveraging diverse real-world driving scenarios without compromising user privacy.
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
TRL: Technology Readiness Level
1
TIH Name
TiHAN Foundation, IIT Hyderabad
Status
ongoing
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