We have released a white paper on approaches to implementing image AI and edge AI in harsh environments.

Deploying image AI in harsh environments on PCs equipped with Hailo and NVIDIA AI modules.

The AT-IPCFG series from Analog Tech deploys image AI and edge AI for harsh environments where computers struggle, such as safety management at construction, agriculture, and surveying sites, inspection sites for roads, tunnels, and bridges, vehicles like unmanned transport vehicles, and environments with high temperatures, low temperatures, high humidity, and dust. The housing, enhanced for environmental performance, is equipped with AI chips and AI modules for inference. It provides low-latency, high-speed image AI processing on edge devices, including high-resolution image processing, video processing from multiple cameras, real-time image processing, and AI inference processing. Custom and OEM supply tailored to customer applications is available, so please feel free to consult with us.

• Other PCs and OA equipment

Are you struggling with implementing AI in your environment? We solve the challenges of AI implementation in harsh conditions for devices with AI chips suitable for industrial applications.

■What is an AI Chip■ An AI chip is a semiconductor designed to accelerate AI computational processing. In image processing and AI processing, GPUs are becoming almost standardized for training purposes. However, the specifications differ between training and inference, and inference can be realized using not only GPUs but also FPGAs and ASICs. In particular, inference for edge applications is implemented in devices that process AI on-site alongside IoT, necessitating considerations for adoption based on not only "computational performance" but also "low power consumption," "wide operating temperature," and "long supply duration" for embedded implementations in devices. ■Introduction of AI Chips Suitable for Industrial Applications■ Hailo's AI chip boasting low power consumption and high inference processing capability: 'Hailo-8 AI Processor' The Hailo-8 processor is a chip specialized for AI processing developed by Hailo. Among AI chips, it has the following features that make it particularly suitable for industrial applications: (Feature 1) AI processing with high power efficiency! Power efficiency of 3 TOPS/W (Feature 2) High environmental durability! Operating temperature range of -40°C to 85°C (Feature 3) Long-term supply planned! Expected supply duration of up to 10 years for the chip alone.

• Other PCs and OA equipment
• Big Data
• IoT

Are you struggling with the implementation environment for AI? We solve the challenges of AI implementation in harsh environments with industrial PCs equipped with industrial AI chips that are built to withstand tough conditions.

■Challenges of Implementing Image AI and Edge AI■ Recently, the development of various image AI and edge AI applications has progressed, moving into the device implementation phase. In this phase, unlike in offices or data centers, devices are required to have strict environmental durability, which presents challenges for implementing edge AI. Additionally, the data processed at the edge continues to increase in volume and real-time demands, leading to a linear rise in component performance, resulting in extreme heat generation from CPUs, GPUs, and AI chips, which adds to the challenges of device implementation. In edge AI, to enhance processing performance, it is crucial to address the heat dissipation of high-heat-generating components such as GPUs and AI chips while ensuring extremely stringent environmental durability. This involves temperature control, vibration mitigation, and mechanical design, which are essential elements for implementing image AI and edge AI applications in various settings. ■High Environmental Durability Edge AI Platform■ Analog Devices provides a platform for implementing AI in harsh field environments such as 'high temperature/low temperature, water, high humidity, and dust' by equipping AI chips in industrial PCs that excel in environmental durability.

• Other PCs and OA equipment
• Big Data
• IoT

Japan is one of the top 10 countries in the world with frequent earthquakes. The 2020 White Paper on Land, Infrastructure, Transport and Tourism has also reported an increase in the probability of major earthquakes occurring. Regarding the Nankai Trough earthquake, the probability of an earthquake with a magnitude of 8 to 9 occurring within the next 30 years is estimated to be 70 to 80%. At Hotron, we recommend the introduction of seismic devices for earthquake countermeasures in buildings and equipment. The seismic device 'HK-2' is a product that automatically performs various controls that have been pre-set when it detects strong shaking equivalent to a seismic intensity of 5 lower or higher. For example, it can automatically execute actions such as: "Open automatic doors and gates to secure evacuation routes and access for emergency vehicles" "Transmit signals to the control room and stop facility equipment" "Unlock the keys to locked lockers" "Automatically play voice guidance" For more details, please download the materials or contact us.

Hotron Inc. has launched its new product, the "Vehicle Count Sensor CCS3"! This product is a ceiling-mounted sensor that combines infrared and radar technology. It reliably detects vehicles in both directions with a single unit, accommodating traffic during congestion and vehicle passing, thus achieving efficient occupancy management in large parking lots. Additionally, it can be utilized for exit warning purposes in addition to vehicle counting, contributing to the safe and smooth operation of parking facilities. 'Features' - Improved detection performance against changes in road surface during rainy weather by using both infrared and radar. - Equipped with IP67 waterproof and dustproof performance, making it effective even in salt damage areas. - Various settings can be configured from a dedicated app (for Android devices), with current settings easily visible at a glance. - The base dimensions are the same as the previous model "CCS2," allowing for smooth replacement of existing equipment. *For more details, please refer to the product information, catalog download, or contact us.*

【A Rare Example of Construction on a Stone Wall】 I have obtained images of a construction case using concrete canvas, so I have uploaded them. Please use them as reference materials when considering the adoption of concrete canvas. For more details, please check the link below.

In the manufacturing of lighting poles, "deburring" is an important process that supports the safety and durability of the product. Burrs are small protrusions or sharp edges that occur when metal is cut, drilled, or welded. If burrs remain, they can lead to injuries for workers and users, as well as damage the insulation of wiring running through the pole, potentially causing electrical issues. Additionally, burrs can make it difficult for paint to adhere, leading to peeling and corrosion. They can also prevent parts from fitting together properly, resulting in extra labor during assembly and installation, which affects the quality and workability of the product. To finish properly, it is essential to differentiate between machine processing and manual work according to the material, thickness, and shape of the parts, such as stainless steel, aluminum, and steel. Even fine details that are difficult to process with machines are carefully finished by workers. Why does seemingly inconspicuous deburring influence the safety, lifespan, and aesthetic quality of lighting poles? Kandai Industry's website provides detailed explanations of the problems caused by burrs and the appropriate deburring methods based on materials and shapes. Please refer to the related link for more information.

We will be exhibiting at the "Construction Technology Exhibition 2026 Kinki." Dates: October 28 (Wednesday) to 29 (Thursday), 2026 Venue: Intex Osaka, Hall 6, Zone C We look forward to your visit.