Deploy reliable in-cabin monitoring systems with synthetic data
Meet the Euro NCAP requirements
for the evaluation of driver state monitoring systems
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
- 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 monitoring
- 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
Children monitoring
- Child detection
- Child seat and Seatbelt detection
Advantages of developing your
in-cabin monitoring system with Anyverse™
- Avoid privacy issues: recreate synthetically any in-cabin scene.
- Customize variability: occupants, ethnicity, objects, interactions, weather, light, and more.
- Avoid bias: DMS/OMS that perform worldwide
- Reproduce any corner case, or situations unlikely to occur.
- Build a trustworthy and consistent AI: physically correct data, automatic annotations, and sensor-specific data
- Save time, money, and resources: synthetic data is unlimited, cheaper, and requires less production time.
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.
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.
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.
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
- Avoid privacy issues: recreate synthetically any scene
- Customize variability
- Avoid bias: DMS/OMS that perform worldwide
- Reproduce any corner case
- Build a trustworthy and consistent AI
- Save time, money, and resources
Contact us
Discover the most agile, and cost-efficient way to develop your in-cabin systems.