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EMPOWERING AI WITH ADVANTECH’S SOLUTIONS

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities of the human mind.


Although the concept of thinking machines is not new, it is only in recent years, leveraged by major advances in computing and parallel processing, that artificial intelligence has moved beyond science fiction to become a useful and cost effective real-world technology.


Gartner: Artificial Intelligence (AI) applies advanced analysis and logic-based techniques, including machine learning, to interpret events, support and automate decisions and take action.


AI requires a foundation of specialized hardware and software for writing and training machine learning algorithms, together with optimized platforms for edge inference to apply the results of the trained models at scale in a cost effective way.


As a leading provider of cutting-edge technology solutions, Advantech has developed a comprehensive range of AI-based AOI solutions to satisfy the needs of diverse industries.


AI Growth Market Trend

20%⇡

2022-2027       CAGR


ARTIFICIAL INTELLIGENCE APPLICATIONS

ROBOTIC

3D and AI robot vision solutions

MANUFACTURING

AI revolutionizes manufacturing

SURVEILLANCE

AI the New Eyes of Urban

Safety & Security

SMART CITY

Building smart cities

with AI video analytics

Requirements to Future-Proof Automated Optical Inspection (AOI)

3D Vision


  • XYZ dimension measurements for accurate size, location, and shape identification 
  • Precise parts handling and pick-and-place capabilities for dynamic tasks 
  • Diverse object identification

Deep Learning


  • AI model retraining for continuous accuracy improvement
  • AI distributed architecture supports one-to-many processing to facilitate intelligent scaling according to computing requirements

Online Deployment


  • Edge AI model remote configuration, troubleshooting, and monitoring
  • Batch updates and deployment of AI models
  • AI model event notifications

Key Factors for AOI Deployment

Data Security


  • Private or public cloud adoption 
  • Assessment of software/hardware-based security, such as TPM2.0
  • Security key storage
  • Hardware Root of Trust
  • Secure Boot
  • Data encryption

Data Convergence


  • OS compatibility 
  • Hardware and software integration for seamless communication
  • ERP and MES system integration
  • Codeless integration of OT devices such as PLC, meters, etc.
  • Ability di directly integrate sensor data


Edge System Evaluation


  • System platform and GPU solution selection
  • Computing power evaluation 
  • GigE, 10 GigE data transmission bandwidth 
  • Assessment of edge environment durability and conditions, such as setting, installation, dimensions (space/room in the system), and temperature
  • Architecture for remote management, such as backend management system
  • Architecture for AI model retraining and deployment

AOI Model Building

Four Methods for AOI AI Model Training

Single-Frame

Analysis



Deep Comparison

Analysis


Deep Anomaly

Analysis


Multiple-Frame

Analysis


AI Computer Systems

MIC-733AO

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MIC-711D-OX

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MIC-711-OX 

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MIC-711D-ON

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MIC-711-ON

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MIC-713S-OX

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Recommended AI Training Servers

Sky-6200

2U up to 4 double width GPU cards

Max density of computing power GPU server

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Sky-6400

4U up to 4 double width GPU cards

Ultra computing power GPU server

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Sky-6420

4U up to 10 double width GPU cards

Ultimate computing power GPU server 

Learn More

Integrated Vision Systems

 IPC-631 + AIMB-788

as 4U rackmount machine vision controller support high end GPU card up to RTX A5000

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ACP-2020G + AIMB-788 

as 2U rackmount machine vision controller support high end GPU card up to RTX A6000

Learn More

MIC-770W V3 + MIC-75G20 

as compact machine vision controller support high end GPU card up to RTX A6000

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 AIIS-3411 + AIIS-1882

as all in one vision controller with real time I/O

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RESOURCES

AI AOI Selected Success Story

Download

Whitepaper "Artificial Intelligence at the Edge: Exploring Opportunities and Challenges"

Download

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