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  • Proactive Road Safety: Detecting Near-Miss Incidents with AI Vision

    How Edge AI Cameras Enhance Risk Management and Yield Recovery in Precision Farming

    e-con Systems to Launch Darsi Pro, an NVIDIA Jetson-Powered AI Compute Box for Advanced Vision Applications at CES 2026

    Proactive Road Safety: Detecting Near-Miss Incidents with AI Vision

    Dilip KumarDecember 11, 20250
    Road networks are under pressure as traffic grows and junctions stretch human awareness. Near-miss analytics step in with real-time insight, turning close calls into measurable indicators of where risk concentrates. This moves safety planning from delayed crash reports to forward-looking intelligence across intersections and expressways. AI vision gives cities a
    Read more

    How Edge AI Cameras Enhance Risk Management and Yield Recovery in Precision Farming

    Ram PrasadDecember 10, 20250
    Edge AI cameras give farming teams a steady flow of field visuals that expose leaf color shifts, canopy gaps, soil texture changes, moisture imbalance, and early pest traces long before manual scouting can catch them. Continuous imaging also helps crews understand how growth changed through each stage, which zones began
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    e-con Systems to Launch Darsi Pro, an NVIDIA Jetson-Powered AI Compute Box for Advanced Vision Applications at CES 2026

    Prabu KumarDecember 3, 20250
    This blog offers expert insights into Darsi Pro, how it delivers a unified vision solution, and what it brings to alleviate modern workloads. Darsi Pro comes with GMSL camera options, rugged design, OTA support, and more. It delivers powerful AI performance for seamlessly enabling mobility and ITS use cases in
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    How Intelligent Cameras Help Monitor Public Transport and Emergency Lanes

    Dilip KumarDecember 5, 20250
    Dedicated lanes for buses and emergency vehicles face growing misuse as cities struggle with congestion. Vision systems help supervisors track lane activity with real-time proof, vehicle classification, and automated alerts. These systems also link to larger ITS platforms that handle logging, escalation, and time-based enforcement. This blog shows you how
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    Why PPE Non-Compliance Is a Hidden Risk – and How Smart Cameras Can Fix It

    Ram PrasadDecember 5, 20250
    Industrial floors shift constantly as lighting, movement, and workloads change throughout the day. These shifts make manual PPE checks unreliable across aisles, platforms, and machinery zones. Smart cameras study posture, visibility, and motion to spot missing helmets, vests, gloves, or boots in real time. In this blog, you'll get expert
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    What is a dust denoising filter in TOF camera, and how does it remove noise artifacts in vision systems?

    Prabu KumarDecember 11, 20250
    Time-of-Flight (ToF) cameras with IR sensors are susceptible to performance variations caused by environmental dust. This dust can create 'dust noise' in the output depth map, directly impacting camera accuracy and, consequently, the reliability of critical embedded vision applications.
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    Slips, Trips & Falls How Smart Cameras Can Prevent These Critical Workplace Hazards

    Ram PrasadDecember 10, 20250
    Workplace slips, trips, and falls keep rising across factory floors, warehouses, service corridors, and public zones where hazards appear suddenly, and inspection cycles miss fast-forming threats. Smart cameras remove these blind spots by spotting spills, clutter, damaged flooring, cables, posture loss, and immobility the moment they surface in frame. They
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    What is The Role of Embedded Cameras at Different Levels of Autonomous Driving?

    Suresh MadhuNovember 21, 20250
    Autonomous driving depends on vision that can keep up with moving traffic, variable light, and decisions that change within seconds. Embedded cameras supply the visual detail needed for lane detection, sign interpretation, hazard tracking, close-range maneuvering, and interior vigilance. As automation rises, imaging has to deliver higher resolution, stronger HDR
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    How AI-Based Surveillance Systems Use Cameras to Safeguard Critical Infrastructure

    Ram PrasadNov 21, 20250
    Critical infrastructure relies on steady oversight across power yards, transit corridors, and port terminals, so imaging workflows must capture movement clearly and supply usable signals for control rooms. Vast outdoor spans, unpredictable light, constant motion, and high data volume push cameras to sustain strong brightness handling, stable frame output, and
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    Indirect Time-of-Flight: Continuous-Wave or Pulsed – Which Suits Your Needs?

    Prabu KumarDecember 5, 20250
    Indirect ToF has emerged as a practical depth-sensing method for automation, robotics, and mobility systems. CW and pulsed approaches achieve depth measurement differently, shaping their performance in controlled or outdoor conditions. CW systems leverage phase shifts for fine mapping and richer scene data, while pulsed systems rely on timing offsets
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