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Edge AI

Edge AI

Overview

As the industrial landscape shifts toward decentralized intelligence, the demand for localized data processing and real-time responsiveness has become paramount. Litemax provides high-performance Edge AI solutions that deeply integrate the robust computing power of our IBOX industrial PC series with our patented display technologies. By migrating computation from distant cloud servers to the immediate network edge, our systems enable instantaneous decision-making, fortified data security, and ultra-low latency for critical applications in smart manufacturing, autonomous logistics, and urban infrastructure.

Advanced Neural Processing with Rugged Reliability.

Litemax Edge AI solutions are engineered to bridge the gap between sophisticated artificial intelligence and harsh operational environments. We integrate leading-edge AI accelerators (such as NVIDIA Jetson or Intel OpenVINO-compatible modules) into our ruggedized computing platforms. These systems are paired with sunlight-readable, high-brightness displays and P-Cap touch interfaces, allowing for intuitive human-machine collaboration. Through Optical Bonding and thermal-efficient enclosures, our Edge AI hardware ensures stable performance even during heavy computational workloads in extreme temperatures.

Industrial Challenges:

  • Thermal Management: Running complex AI models generates significant heat, requiring advanced passive or active cooling technology to prevent performance throttling.
  • Environmental Extremes: Edge devices are often located in dusty, humid, or temperature-volatile environments where consumer-grade electronics typically fail.
  • Latency & Bandwidth: Transmitting massive video streams to the cloud for analysis is often too slow for safety-critical tasks and consumes excessive network bandwidth.
  • Data Privacy & Security: Many industries require data to be processed locally to comply with strict privacy regulations and prevent data breaches during transmission.

Our Solutions

Litemax leverages its expertise in industrial displays and embedded computing to deliver comprehensive Edge AI platforms:

  • High-Performance Embedded Computing Core: We provide embedded computers with formidable processing power to serve as the "soul" of AI operations. These high-performance platforms are specifically designed to master complex computational models and effortlessly handle large-scale neural network inference tasks.
  • Integrated AI Acceleration: Support for powerful GPU/NPU modules (such as the IBOX series) capable of running multiple deep-learning models simultaneously for real-time inferencing.
  • Wide-Temperature Resilience: Hardware designed to operate flawlessly from -40°C to +70°C, ensuring reliability in outdoor or industrial settings.
  • Sunlight-Readable HMI: High-brightness displays (up to 2,500 nits) allow users to view AI-generated insights and alerts clearly even under direct sunlight.
  • Flexible I/O for Sensor Fusion: Multiple connectivity options (PoE, USB 3.0, CAN bus) to integrate cameras, LiDAR, and IoT sensors for holistic environmental awareness.

 

Core Applications

Edge AI Smart Vision & Quality Control

Utilizing the IBOX series to perform real-time Automated Optical Inspection (AOI). The system identifies defects at the edge instantly, significantly increasing manufacturing yield and reducing waste.

Unmanned Retail Central Controller

Acting as the computational "brain" for unmanned stores, integrating customer behavior tracking, shelf sensing, and automated checkout to ensure a seamless smart retail experience.

Intelligent Traffic & V2X Controller

Deployed in roadside units to perform real-time traffic flow analysis and accident alerts. These systems communicate with autonomous vehicles (V2X) to optimize traffic flow and enhance road safety.

Smart Public Transit Information Systems

Installed in carriages or on platforms to monitor crowding via Edge AI. SPANpixel (Resized LCD) displays provide real-time transit info and AI-analyzed boarding guidance.

Medical Imaging & AI Diagnostics

Performing real-time image processing at the edge. AI assists doctors by instantly highlighting lesion characteristics, utilizing high color-accuracy displays to present diagnostic information.

AI-Powered Digital Signage

Integrating edge-side cameras to detect audience demographics. Signage dynamically switches content based on AI identification while generating foot-traffic analytics under strict privacy protection.

Why Litemax?

MTBF 100,000 Hours

In line with the core competency of Litemax in premium, sunlight readable display technologies, the LCD modules are designed to satisfy the requirements of a diverse range of harsh, demanding environments, utilizing the latest LED backlight technology. Litemax’s LED-backlit displays come with lower electromagnetic noise and lower power consumption. No more frequent or continuous operation and maintenance!

Resizing LCD

As an exclusive patent licensee, Litemax boasts innovative the resizing technology for all of its LCD displays. From stretched to square, configurations are made easy for every space and place at any industrial facility, accommodating a wide range of installations.  Customizations are available upon request.

Sunlight Readable

Whether it’s an outdoor kiosk at a gas station or digital signage at an oil field, visual readability is imperative. Sunlight Readable has always been the core competence of Litemax since the company’s inception, as the majority of displays offered at Litemax is made for 1,000 nits and above. The high brightness ensures perfect visual readability under any lighting condition.

Local Dimming

Local dimming technology has been widely popular in mainstream television for years. Litemax has brought the same technology to industrial-grade displays, particularly for large-sized, outdoor displays. Local dimming dims the LED backlight to optimize the heat and save the energy. Litemax also achieves High Dynamic Range (HDR) through local dimming technology to enable the industry’s greatest color contrast on industrial displays. 

Vandal-Proof

Litemax solutions are vandal-proof from IK7 to IK10, with ability to withstand hostile environmental conditions prevalent in an industrial set-up.

Water-Proof

Litemax solutions are water-proof from IP65 to IP68, with ability to withstand hostile environmental conditions prevalent in an industrial set-up.

Wide Temperature

Litemax solutions come with various types of panels that guarantee high performance between the temperature range of -40°C (the lowest) and up to 80°C (the highest). 

Intelligent Thermal Control

Through intelligent thermal management technologies, Litemax is enabling smarter platforms for various vertical markets deploying display systems. Through the intelligent thermal control board, Litemax helps system integrators and engineers around the world improve efficiency and reliability. What does Litemax thermal control board offer? Infographics demonstrate how Litemax optimizes the temperature through the intelligent platform as the display automatically cools down or heats up itself, depending on LCD temperature

  • MTBF 100,000 Hours

    MTBF 100,000 Hours

    In line with the core competency of Litemax in premium, sunlight readable display technologies, the LCD modules are designed to satisfy the requirements of a diverse range of harsh, demanding environments, utilizing the latest LED backlight technology. Litemax’s LED-backlit displays come with lower electromagnetic noise and lower power consumption. No more frequent or continuous operation and maintenance!

  • Resizing LCD

    Resizing LCD

    As an exclusive patent licensee, Litemax boasts innovative the resizing technology for all of its LCD displays. From stretched to square, configurations are made easy for every space and place at any industrial facility, accommodating a wide range of installations.  Customizations are available upon request.

  • Sunlight Readable

    Sunlight Readable

    Whether it’s an outdoor kiosk at a gas station or digital signage at an oil field, visual readability is imperative. Sunlight Readable has always been the core competence of Litemax since the company’s inception, as the majority of displays offered at Litemax is made for 1,000 nits and above. The high brightness ensures perfect visual readability under any lighting condition.

  • Local Dimming

    Local Dimming

    Local dimming technology has been widely popular in mainstream television for years. Litemax has brought the same technology to industrial-grade displays, particularly for large-sized, outdoor displays. Local dimming dims the LED backlight to optimize the heat and save the energy. Litemax also achieves High Dynamic Range (HDR) through local dimming technology to enable the industry’s greatest color contrast on industrial displays. 

  • Vandal-Proof

    Vandal-Proof

    Litemax solutions are vandal-proof from IK7 to IK10, with ability to withstand hostile environmental conditions prevalent in an industrial set-up.

  • Water-Proof

    Water-Proof

    Litemax solutions are water-proof from IP65 to IP68, with ability to withstand hostile environmental conditions prevalent in an industrial set-up.

  • Wide Temperature

    Wide Temperature

    Litemax solutions come with various types of panels that guarantee high performance between the temperature range of -40°C (the lowest) and up to 80°C (the highest). 

  • Intelligent Thermal Control

    Intelligent Thermal Control

    Through intelligent thermal management technologies, Litemax is enabling smarter platforms for various vertical markets deploying display systems. Through the intelligent thermal control board, Litemax helps system integrators and engineers around the world improve efficiency and reliability. What does Litemax thermal control board offer? Infographics demonstrate how Litemax optimizes the temperature through the intelligent platform as the display automatically cools down or heats up itself, depending on LCD temperature

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