AI and In-Cabin Sensing
Our PARADOX AI division was founded in 2020 as an addition to our already established HMI software development business, with a focus on In-Cabin Sensing with Computer Vision and Deep Learning.
Safety First
We prioritize occupant safety with custom-developed Driver Monitoring Systems (DMS) and Occupant Monitoring Systems (OMS). Our AI-driven solutions include:
- Distraction Detection: Real-time alerts for inattentive drivers
- Child Presence Detection (CPD): Ensuring no child is left behind
- Object Detection: Identifying items for safety and convenience
- And more tailored features to meet your specific needs
Comfort Second
Transform in-cabin sensors into tools for a smarter, more intuitive experience:
- Multimodal HMI Interaction: Control systems with hand gestures, eye gaze, or voice commands via intelligent assistants
- Proactive Features: Anticipate user needs with predictive adjustments
- Individualization: Personalize settings for every occupant
- Health & Wellbeing Apps: Monitor vital signs or reduce stress with adaptive interfaces
Services
AI-Driven In-Cabin Monitoring
We create AI-driven systems that utilize machine learning to analyze real-time data from various in-cabin sensors, such as cameras, radars, and microphones, enabling comprehensive monitoring of occupants and the vehicle environment to enhance safety and personalization.
Safety and Compliance Solutions
We ensure our AI and in-cabin sensing systems meet stringent safety and regulatory requirements like being compliant with Euro-NCAP requirements and protocols, enhancing occupant protection and operational reliability.
Personalization and Adaptive Systems
Our systems leverage in-cabin sensing data to create personalized experiences, dynamically adjusting interfaces, settings and alerts based on individual preferences and real-time conditions.
HMI Synergy
Seamless pairing by integrating in-cabin sensors with Android Automotive apps, 3D graphics, and HUDs for a unified interface.
What you get
Tailor-made algorithms for your sensors, requirements and target platform
Expert consulting at any stage of your project
Ownership of code, data and IP instead of "black box" solutions
Real-time detection to enable adaptive system responses for personalized interactions as well as increasing safety
How We Work
From R&D to Production
We help our customers develop cutting-edge prototypes and PoCs to evaluate new in-cabin sensing functions. When it comes to series development, we can support bringing the algorithms to production-ready performance on the target platform, or provide consulting when issues arise.
Sensor Fusion
When it is beneficial for the desired function, we leverage sensor fusion to combine data from different sensors like cameras and radars to achieve the best possible performance.
Sensor and Platform Agnostic
Our experience covers a wide range of in-cabin sensors, such as Near-Infrared Spectroscopy (NIR) and RGB cameras, mmWave and Ultra-wideband (UWB) radars, as well as the associated signal processing algorithms. We can help you choose the best sensor, location, and configuration based on your needs and constraints, and optimize the algorithms to the capabilities of your target platform.
From Raw Signals to Applications
From data collection and labeling tools through preprocessing algorithms, model development and training to deployment on embedded systems, we can support the whole lifecycle of your interior sensing project. With our HMI development experience, we can even support the integration of sensors and AI into your infotainment system.
OUR TOOLS
Interested?
Contact
Do you want to learn more about our PARADOX AI team and services? We are looking forward to getting in touch with you.
OUR TEAM