DeepFusion AI
"Advancing autonomous driving with 4D imaging radar AI"
Seoul-based startup delivering RAPA, a radar-only 360-degree AI perception engine with 40% higher accuracy than LiDAR-fusion rivals.
DeepFusion AI is a South Korean autonomous perception startup founded in 2022 and headquartered in Seoul, South Korea. Led by CEO Sung Hun Yu, the company specializes in AI-based radar perception for autonomous driving and mobile robotics. Its flagship product, RAPA (Real-time Attention-based Pillar Architecture), is a software-defined 4D imaging radar perception engine that achieves 360-degree omnidirectional awareness using only radar signals — without relying on cameras or LiDAR.
RAPA leverages Doppler velocity data to distinguish static and dynamic objects with over 40% higher accuracy than competing solutions on public benchmarks, and runs efficiently on edge embedded platforms. DeepFusion AI won the CES 2026 Best of Innovation Award in the AI category for RAPA and showcased RAPA-R at CES 2026. The technology has been adopted for autonomous taxi mass production and integrated into unmanned surface vehicle projects with a Korean defense partner.
Primary type & automation activities this supplier delivers:
RAPA
- Model: RAPA (Real-time Attention-based Pillar Architecture)
- Launch Year: 2024
360-degree radar-only AI perception engine achieving 40%+ accuracy gain over LiDAR-fusion rivals for autonomous vehicles and logistics robots.
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Contact DeepFusion AI
WEBSITE
https://www.deep-fusion.comHEADQUARTERS
Korea, Republic of (South)
Company Facts
Founded
2022
Primary Role
Software/Algorithm
Company Size
-
Primary Region
Asia-Pacific
Annual Sales
-
Funding Stage
-
Funding Total
-
