Drive with AI, Arrive with Assurance: TENSORTEC DS03P DMS All-in-One Video System Redefines Road Safety

Date: 2025.10.16 Visit: 88 Source: TENSORTEC

Across logistics transport, public transit (buses, ride-hailing, taxis), and engineering vehicles (construction tippers, mining trucks), safety remains the unwavering core of daily operations. Every moment of distraction—whether due to driver fatigue, inattention, lane departure, or tailgating—carries potential risks that could lead to tragic outcomes.


Today, Tensortec introduces the DS03P DMS All-in-One Video System, breaking through the limitations of traditional vehicle equipment with “AI-powered analytics + integrated design.” Engineered for public transport, commercial vehicles, and engineering machinery across diverse scenarios, it delivers comprehensive, proactive safety protection—elevating both road safety and operational efficiency.



Automotive-Grade Hardware Architecture: A Dual Breakthrough in Computing Power and Stability


The Tensortec DS03P DMS All-in-One Video System is powered by an ARM Cortex - A53 1.5GHz multi - core processor and a 3.0 TOPS NPU heterogeneous computing unit, combined with 1GB RAM and 8GB eMMC storage. This enables a boot time of just 10 seconds and supports real - time multi - sensor data fusion processing. Through hardware - level computing power scheduling, it ensures smooth multi - tasking and real - time AI analysis without lag, delivering millisecond - level response even in wide temperature environments ranging from - 20℃ to 70℃.


Furthermore, the series features 4G, Wi - Fi 6, and Bluetooth triple - mode communication, ensuring stable connectivity in remote areas. It integrates GPS, BeiDou, and GLONASS triple - positioning systems, achieving tracking accuracy within 15 meters. With an IP66 protection rating and an operating temperature range of - 20℃ to 70℃, it reliably withstands extreme conditions such as high temperatures, heavy rain, and snow, providing all - weather vehicle safety assurance.


AI Algorithms with "Keen Sight": Leaving No Safety Risks Unseen


As the core of intelligent vehicle safety equipment, the AI algorithms in the Tensortec DS03P DMS All-in-One Video System have been meticulously optimized to deliver true end-to-end safety management — providingpre-event warnings, real-time intervention, and post-incident analysisin a closed-loop safety system.



1. DMS Driver Monitoring: AI Algorithms for Accurate Prediction


When it comes to driver safety monitoring, the Tensortec DS03P DMS All-in-One Video System proves exceptionally meticulous:


Fatigue Detection: Utilizing an improved network architecture combined with the PERCLOS algorithm, it accurately calculates fatigue levels by analyzing eye closure, yawning frequency, and head posture. Equipped with 940nm dual infrared fill lights and an infrared dual-spectrum camera, the system ensures all-weather monitoring capability even in low-light conditions, effectively combating "fatigue driving" – a leading cause of road accidents.


Distraction Recognition:Upgraded with a multi-task convolutional neural network, it simultaneously detects and captures distracted behaviors such as phone use, smoking, or drinking. Upon detecting any anomaly, the device immediately triggers an alarm to prompt the driver refocus on driving.

Identity Verification:Supports facial recognition for up to 400 drivers, effectively preventing issues like "unlicensed driving" and "unauthorized substitute driving," thereby standardizing driver management at the source.


2. ADAS Driving Assistance: A "Warning Radar" for Your Vehicle


By connecting to an expanded AI camera, the Tensortec DS03P DMS All-in-One Video System enables multi-dimensional environmental perception. It provides lane departure warning, forward collision warning, pedestrian collision warning, and following distance monitoring. Deeply integrated with the DMS, it automatically enhances warning sensitivity to help drivers avoid potential risks and reduce accident probability.


All-in-One Design & Multi-Functional Expansion: Effortless Installation and Maintenance


The Tensortec DS03P DMS All-in-One Video System adopts a highly integrated design that completely resolves the pain points of traditional multi-device setups. It combines the DMS camera, ADAS functions, communication modules, and storage modules into a single compact unit. With its small footprint (Dimensions: 92.8*85.5*102.0mm) and lightweight design (only 0.44 kg), installation is straightforward. This truly achieves "one device replacing multiple units," saving valuable space in the vehicle.



Tensortec DS03P DMS All-in-One Video System supports single SD card expansion of up to 512GB and adopts a multi-protocol interface architecture. It provides 1× RS232, 1× Micro USB (for debugging/data transmission), 9-36V wide-voltage IO input, and 12V/1A IO output, enabling seamless connectivity with various terminal devices such as cameras, sensors, and alarm systems.


The system can operate in a single-channel primary configuration while also supporting the expansion of 2 to 4 additional cameras and corresponding algorithm scenarios. Furthermore, it offers flexible customization options for extended connectivity, including Bluetooth and Ethernet interfaces for data reporting from other peripheral devices.


Industry-Wide Coverage: Providing Robust Protection for All Types of Vehicles


Thanks to its powerful functionality and proven reliability, the Tensortec DS03P DMS All-in-One Video System has been widely deployed across multiple sectors—including government supervision, transportation companies, logistics and distribution, and passenger transport—delivering tailored intelligent solutions for a diverse range of vehicles:



Trucks/Hazardous Chemical Transport Vehicles: Monitors driver status in real time, provides early warnings of driving risks, and ensures the safety of cargo transport.


Buses/Public Transit Vehicles: Standardizes driver behavior, safeguards passenger safety, and enhances the quality of public transportation services.


Taxis/Ride-hailing Vehicles: Records the entire journey, helps resolve passenger-driver disputes, and adds an extra layer of security for travel safety.


In addition, theTensortec DS03P DMS All-in-One Video System offers standardized API interfaces, enabling seamless integration with PC and cloud platforms. This supports features such as historical route playback, electronic fence configuration, multi-vehicle coordinated dispatch, and big data analysis of hazardous incidents. By empowering fleet managers withintelligent and efficientmanagement tools, it helps reduce operational costs and improve overall management efficiency.


Tensortec: Sailing with Innovation Towards a New Future of Vehicle Intelligence

As a dedicated player in the field of intelligent vehicle safety, Tensortec has always been guided by the mission of "Guarding Every Journey, Empowering Smart Mobility."


From the development of the DS03P DMS All-in-One Video System to the strategic layout of a full range of in-vehicle intelligent equipment, Tensortec remains committed to technological innovation, continuously enhancing AI algorithms and hardware performance to deliver superior and comprehensive smart solutions.


Looking ahead, Tensortec will continue to focus on industry needs, exploring the deep integration of AI, Edge Computing, IoT, and vehicle-mounted devices.


We will introduce more innovative products, drive the iterative advancement of intelligent vehicle safety technology, and inject new momentum into the development of smart transportation — making every road safer and every journey more secure.

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