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  6. Implementing AI in harsh environments: Solutions using industrial AI chips.

Implementing AI in harsh environments: Solutions using industrial AI chips.

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last updated:Nov 02, 2023

アナログ・テック
アナログ・テック
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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 tasks, GPUs are becoming almost standardized for training purposes. However, the specifications differ between training and inference, and inference can be achieved 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 specifically developed by Hailo for AI processing. 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) Planned for long-term supply! Expected supply duration of up to 10 years for the chip alone.

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正方形_Hailo-8の紹介画像.png

Implementing AI in harsh environments: Solutions using industrial AI chips.

正方形_Hailo-8の紹介画像.png
正方形_Hailo-8の紹介画像.png
  • https://hailo.ai/developer-zone/
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■Would you like to experience the latest AI chip Hailo?■ Analog Tech has released the Hailo-8 evaluation development kit for 97,900 yen (including tax). This development kit packages an environment for easily starting the development of AI applications using the Hailo-8. The kit includes PC hardware equipped with a Hailo-8 Mini-PCIe module as the execution environment for operating the Hailo-8. It utilizes an SDK that supports model conversion from industry-standard AI frameworks to the Hailo format, and includes an emulator that accurately emulates the chip's operation at the bit level, as well as various analyses and debugging capabilities such as performance estimation. ■Industrial PC equipped with an AI chip with excellent environmental resistance■ Analog Tech provides a platform for implementing image AI and edge AI in harsh environmental conditions such as construction, agriculture, surveying site safety management, inspection sites for roads, tunnels, and bridges, and vehicles like unmanned transport vehicles, by equipping the Hailo-8 in industrial PCs with excellent environmental resistance. The platform is designed to withstand extreme conditions such as "high temperature/low temperature, water, high humidity, and dust."

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◎Safety Monitoring Monitoring safety in various facilities, including detecting workers' intrusion into hazardous areas and observing unusual patterns of worker behavior. Interlinked with PLC according to danger levels, triggering lamps, buzzers, and locking doors, in coordination with machine control. ◎Construction and Surveying Detection of intrusion into hazardous areas at construction sites. Control and assistance of construction machinery using image AI. Utilizing image AI to reduce the burden on workers and prevent accidents. Connecting image AI for environments that are assumed to be implemented outdoors, along with control to directly apply feedback to machines. ◎Agriculture and Dairy Farming Roboticization of agricultural machinery aimed at labor-saving and efficiency in agriculture. Implementation of image AI in outdoor environments such as vehicles and drones, along with control to directly apply feedback to machines. ◎Vehicle Robotics Roboticization of various vehicles such as cars, buses, logistics robots, and unmanned forklifts utilizing autonomous driving technology. Additionally, using image AI to assist vehicle users with tasks such as loading and unloading cargo and passengers. ◎Edge Computing Connecting machine control with the cloud. After real-time processing executed at the edge, data such as machine control and medical data is aggregated to the cloud.

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High-performance AI chip evaluation development kit "Hailo-8 Evaluation Development Kit"

High-performance AI chip evaluation development kit "Hailo-8 Evaluation Development Kit"

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Environmentally resistant AI edge computer "AT-IPCFG Series"

Environmentally resistant AI edge computer "AT-IPCFG Series"

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Environmentally resistant fanless AI industrial computer 'AT-IPCFG000'

Environmentally resistant fanless AI industrial computer 'AT-IPCFG000'

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Environmentally resistant fanless AI industrial computer 'AT-IPCFG002'

Environmentally resistant fanless AI industrial computer 'AT-IPCFG002'

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Dustproof and waterproof fanless AI industrial computer 'AT-IPCFG003'

Dustproof and waterproof fanless AI industrial computer 'AT-IPCFG003'

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[White Paper] Approaches to 'On-Site Implementation' of Image AI and Edge AI - What Methods Are Necessary for AI Implementation in Harsh Installation Environments?

[White Paper] Approaches to 'On-Site Implementation' of Image AI and Edge AI - What Methods Are Necessary for AI Implementation in Harsh Installation Environments?

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Fanless industrial computer 'AT-IPCFG004' equipped with dual AI chips.

Fanless industrial computer 'AT-IPCFG004' equipped with dual AI chips.

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Evaluation Development Kit 'Hailo-8 Evaluation Development Kit 2' equipped with 4 AI chips.

Evaluation Development Kit 'Hailo-8 Evaluation Development Kit 2' equipped with 4 AI chips.

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Dual AI chip, fanless industrial computer with 4-port PoE 'AT-IPCFG004-PoE4'

Dual AI chip, fanless industrial computer with 4-port PoE 'AT-IPCFG004-PoE4'

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4-Port PoE Equipped Environmentally Resistant Fanless AI Industrial Computer 'AT-IPCFG000-PoE4'

4-Port PoE Equipped Environmentally Resistant Fanless AI Industrial Computer 'AT-IPCFG000-PoE4'

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Multi-type AI model processing environment-resistant edge computer

Multi-type AI model processing environment-resistant edge computer

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IP65 Waterproof Fanless Dual AI Chip IPC 'AT-IPCFG005'

IP65 Waterproof Fanless Dual AI Chip IPC 'AT-IPCFG005'

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News about this product(1)

White paper

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

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Recently, various AI applications have reached a practical level. Their uses are diverse, and there are expectations for their application in various locations. However, implementing them at the edge requires addressing the heat dissipation of high-heat-generating components while ensuring coordination with machine control and maintaining strict environmental durability through temperature management, vibration control, and mechanical design. Analog Tech has compiled an approach for implementing image AI and edge AI in field environments, along with platform information for implementation, in a white paper. Please refer to it. You can find more information in the following catalog download from Ipros: https://premium.ipros.jp/analogtech/catalog/detail/619854/

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アナログ・テック

アナログ・テック

Industrial Electrical Equipment

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Founded in 1994, we provide optimal industrial computers and peripherals based on our long-standing knowledge of electronics technology and strong technical interfaces with overseas manufacturers. With over 25 years of rich implementation experience and a track record of supplying to demanding major domestic manufacturers, we can respond meticulously to customer needs with various industrial computers, including made-to-order production in small lots, long-term stable supply, and custom or OEM solutions tailored to specific requirements and challenges. Analog Tech exists as a professional in the highly integrated field of connecting "people" and "things," merging cyber (digital) and physical (analog) technologies. We will contribute to economic development and the resolution of social issues through the realization of Society 5.0 in collaboration with our customers.

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