# **CAMOSYS Product Specifications** # 1. **Overview** CAMOSYS, developed by **Deep-In-sight**, is an advanced driver and passenger monitoring system designed for autonomous vehicles and robotaxis. It offers real-time safety monitoring and protection for all passengers, integrating cutting-edge AI technology tailored to meet the evolving needs of future mobility solutions. # 2. **Technology** **Vertical Integration: Optimized AI Models** CAMOSYS leverages a highly optimized inference engine alongside a collection of tiny yet powerful AI models. These models are so efficient that they can run on virtually any off-the-shelf chip, providing comprehensive turnkey software solutions. a. **Embedded SoC Platform & AI Model Training Strategies** We develop our AI neural networks from scratch, optimizing them for embedded devices using customized architectures and world-class model quantization research. This enables the creation of compact yet highly accurate AI models. b. **Efficient AI Inference Software** The **DeepInSight Inference Engine** allows for efficient deployment of AI models on NPUs, minimizing computational and memory usage. The engine is specifically optimized for processors like the Ambarella CV series and Texas Instrument TDA4 series, among others. c. **Real-World Optimized Datasets** We maintain an extensive dataset of over 100 million images and videos, collected and labeled internally. This ensures that our models are reliable and robust in real-world applications. Data is gathered with the help of field actors, ensuring diversity and adherence to ethical collection practices. d. **Compatibility with Microcontrollers & SOCs** Our software is designed to run on high-performance, low-power microcontrollers and SoCs from leading semiconductor companies. It powers applications across a range of devices, including security cameras, consumer electronics, smart home devices, and intelligent sensors. # 3. **Key Features - Safety** CAMOSYS is an AI solution optimized for in-vehicle monitoring, designed to detect and respond to various safety risks such as drowsiness, distraction, phone usage, and improper seatbelt usage. With CAMOSYS, drivers and passengers can enjoy a safe and comfortable driving experience, providing a smart and secure in-car environment. - **Driver Monitoring System (DMS)** - Drowsiness Detection - Distracted Driving Detection - Phone Usage Detection - Fatigue Analysis - Seatbelt Usage Monitoring # 4. **Key Features - Comfort** Through advanced personalization and autonomous driving features, CAMOSYS enhances the passenger experience by continually refining **Occupant Monitoring System (OMS)** technology. - **Occupant Monitoring System (OMS)** - Position Tracking for 1st and 2nd Row Passengers - Body Size and Posture Recognition - Seatbelt Monitoring - Car Seat Detection - Body Keypoint Tracking # **5. Technical Specifications and Performance Metrics** - **AI Model Optimization Techniques** CAMOSYS employs advanced AI optimization techniques such as **Quantization**, **Network Pruning**, and **Fine-Tuning**, ensuring superior performance on embedded devices while maintaining high accuracy and efficiency. - **Camera Specifications** CAMOSYS supports both **2D and 3D cameras**, capable of high-resolution image and video processing. Additionally, **Infrared (IR) Cameras** are integrated for optimal performance in low-light and nighttime environments. - **Hardware Support** CAMOSYS provides real-time data processing via **GPU** and is broadly compatible with various vehicle platforms. It also supports specialized hardware such as the **Ambarella CV series**, **Texas Instrument TDA4 series**, and many other high-performance, low-power microcontrollers and SoCs. - **Recognition Accuracy**\* | **Metric** | **Accuracy** | | ------------------------------------------ |:------------:| | Short-term Distracted Driving Detection | > 95% | | Long-term Distracted Driving Detection | > 95% | | Drowsiness Detection | > 95% | | Phone Usage Detection during Driving | > 95% | | Steering Wheel Grip Detection | > 95% | | Passenger Presence and Position Detection | > 99% | | Passenger Size Detection | > 95% | | Passenger Posture Detection | > 95% | | Seatbelt Usage Detection | > 95% | | First-row Passenger Hand Gesture Detection | > 99% | - **Response Time** Real-time data processing with response times of less than **50 milliseconds**\*\* - **Adaptability** CAMOSYS is designed to deliver reliable and consistent performance across a wide range of environmental conditions. Whether drivers and passengers are wearing **masks**, **sunglasses**, or operating in **low-light conditions**, CAMOSYS ensures stable and accurate monitoring. The system's adaptability makes it robust in handling real-world scenarios, providing dependable safety and comfort under varying circumstances. # 6. **Applicable Use Cases** **a. Autonomous Vehicles** Autonomous vehicles require reliable real-time monitoring to ensure the safety of both drivers and passengers. CAMOSYS integrates seamlessly into these systems, providing crucial information such as driver attention and passenger status. Its adaptability to various driving conditions makes it an ideal solution for the evolving needs of autonomous vehicle technology. **b. Robotaxis** Robotaxis operate without a human driver, making passenger monitoring essential for safety and service quality. CAMOSYS can track passenger presence, position, and seatbelt usage, ensuring that all passengers are secure throughout the ride. Additionally, the system can alert operators to any unusual behavior or emergencies inside the vehicle. **c. Car-sharing Services** Car-sharing services require efficient and scalable monitoring solutions to ensure user safety across a fleet of vehicles. CAMOSYS provides real-time data on seatbelt usage, passenger positioning, and distraction monitoring. Its compact AI models enable seamless integration into a wide range of car-sharing platforms with minimal hardware requirements. **d. Public Transportation and Commercial Vehicles** In public transportation and commercial vehicles, passenger safety and monitoring are critical for ensuring compliance with regulations. CAMOSYS can detect passenger presence, track their safety status, and monitor the driver’s alertness. This system helps operators maintain high levels of safety and performance across various transportation services. # 7. **Customer-Driven Solutions** CAMOSYS is engineered for rapid adaptation to customer-specific requirements. With flexible technology and a high-performance AI engine, it seamlessly integrates with a variety of vehicle systems, ensuring a bespoke solution for each client.