3D Cabin Perception Mapping breaks new ground at CES2026

Seeing Machines debuted its next-generation 3D Cabin Perception Mapping platform at CES 2026, showcasing a real-time, holistic approach to interior sensing that supports multiple cameras, occupants and features from a single, high-trust perception layer.

Built on a clean-sheet architecture, the platform improves consistency and scalability while reducing development complexity and time to market.

  • Seeing Machines' 3D Cabin Perception Mapping
  • 3D Cabin Perception Mapping breaks new ground at CES2026

Seeing Machines has successfully debuted its next-generation 3D Cabin Perception Mapping platform at CES 2026, marking a major step forward in real-time interior sensing for future mobility.

Demonstrated live at CES, the platform delivers a comprehensive digital reconstruction of the vehicle cabin in real time, enabling a holistic, accurate and scalable approach to interior monitoring. Built on a clean-sheet architecture, it supports multiple cameras, multiple occupants and a wide range of features from a single, high-trust perception layer.

Unlike traditional feature-by-feature systems, 3D Cabin Perception Mapping solves for the entire cabin simultaneously, improving consistency and maintaining accuracy even with intermittent or noisy sensor data. The architecture decouples feature development from camera configurations, reducing development effort, cost and time to market.

“This represents a fundamental shift in how interior sensing systems are designed and deployed,” said John Noble, Chief Technology Officer at Seeing Machines. “By moving to a unified 3D perception of the cabin, we enable greater accuracy, scalability and flexibility for our customers.”

The platform is designed to extend beyond automotive applications, including robotics and other human–machine interaction environments, supporting Seeing Machines’ vision for integrated, human-centred safety systems.

Click here to read the Press Release.

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