An AI-powered Advanced Rider Assistance System (ARAS) that uses computer vision to detect road th...An AI-powered Advanced Rider Assistance System (ARAS) that uses computer vision to detect road th...
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An AI-powered Advanced Rider Assistance System (ARAS) that uses computer vision to detect road threats in real time and warn motorcycle riders before a collision happens. I worked on improving model accuracy, optimizing resource usage, and helping migrate the solution to a new edge AI platform.
- Enhanced front‑collision and safety monitoring using optimized ML models.
- Reduced inference resource usage on edge devices while preserving real‑time performance.
- Migrated the computer‑vision pipeline from Jetson to a Hailo‑based edge AI platform.
- Shipped and validated the system with thousands of riders in real‑world traffic conditions.
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