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Deploy reliable in-cabin monitoring systems with synthetic data

Craft pixel-accurate synthetic data to train and validate your DMS & OMS. We help you meet Euro NCAP requirements and avoid privacy issues.

Meet the Euro NCAP requirements
for the evaluation of driver state monitoring systems

Anyverse™ specific in-cabin monitoring solution generates all the data developers need to build robust

and Euro NCAP-compliant in-cabin monitoring systems cost and resource efficiently.

DRIVERS

Sensing a wide variety of different drivers and ready to operate under any circumstance.

BEHAVIORS

Identifying driver and occupants state and behaviors.

SITUATIONS

Detecting driver distraction, fatigue, and unresponsive drivers.

Synthetic data makes it possible to train your system compliantly and efficiently

Developing DMS/OMS with real-world data is inefficient, expensive, and in many cases, impossible… Synthetic data allows you to generate data impossible to find in the real world, overcome privacy issues, and control your scene variability. But all synthetic data are not created equal, Anyverse™ generates pixel-accurate data with ground truth, and perfect annotations to develop a human-safe trustworthy AI capable of understanding and interpreting the real world is going to face.

NIR vs. Color synthetic image comparison in adverse light conditions

Comprehensive solution for each interior monitoring case

Different use cases require completely different setups of data to overcome their individual challenges. Anyverse™ offers you a comprehensive solution to generate all the images and data you need to develop a consistent AI and avoid dealing with worldwide privacy regulations.

Color RGB
Color NIR
Instance
Label
Material
Position 3D

Driver monitoring

Occupant monitoring

Children monitoring

Advantages of developing your
in-cabin monitoring system with Anyverse™

Anyverse™

The platform to control the entire data generation process

Physics-based

Hyperspectral accuracy to simulate any terrain

Faithfull sensor simulation

Simulate the specific sensors your system is using in the real world (cameras, LiDAR, and more).

Modular platform

Flexibility to build your data generation ecosystem.

Control of variability

Variability to avoid bias in your system.

Cloud scalability

In data generation.

Rich ground-truth data

Perfect annotations, depth, segmentation, and more.

Contact us!

Discover the most agile, and cost-efficient way to develop your in-cabin monitoring systems.

Deploy reliable in-cabin monitoring systems with synthetic data

Developing DMS/OMS with real-world data is inefficient, expensive, and in many cases, impossible.

Play Video

TRAIN AND VALIDATE DMS & OMS

Anyverse™ allows you to generate data impossible to find in the real world, overcome privacy issues, and control your scene variability.

conductor

Drivers

Sensing a wide variety of different drivers and ready to operate under any circumstance.

asiento-de-coche-de-bebe

Behaviors

Identifying driver and occupants state and behaviors.

cirugia-laser

Situations

Detecting driver distraction, fatigue, and unresponsive drivers.

DATA FOR EACH IN-CABIN CASE

Comprehensive solution to generate all the images and data you need to develop a consistent AI and avoid dealing with worldwide privacy regulations.

  • Driver operating status (on a call, eating, drinking, etc.)
  • Driver driving status (fatigue/tension, drowsiness/arousal, distraction, drinking, etc.)
  • Driver authentication
  • Sideways/looking away detection (driver posture, etc.)
  • Seatbelt detection
  • Gesture control
  • Gaze detection
  • Body pose detection
  • Occupant status (safety confirmation, riding condition/posture, etc.), drive recording
  • Occupant movement detection (food and drink, smartphone operation, smoking)
  • Occupant condition (ride state, posture/safety, etc.)
  • Seatbelt detection
  • Pets detection
  • Detection of other objects
  • Child detection
  • Child seat and Seatbelt detection

WHY DEVELOPING DMS/OMS WITH ANYVERSE

Contact us

Discover the most agile, and cost-efficient way to develop your in-cabin systems.

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