By simply adding to your current AOI system for board inspection, you can reduce the labor hours for visual inspection by one-third. There are many examples of business expansion with the current personnel.
The solder inspection AI solution reduces the workload of visual inspections by suppressing over-detection from the judgment results of existing appearance inspection devices (AOI). 【Do you have these concerns?】 ■ You have introduced appearance inspection devices (AOI) for circuit board inspection, but due to a high number of false negatives, you are conducting visual inspections. ■ It has become difficult to secure experienced inspectors due to retirements and other reasons. ■ Recruiting and training inspection personnel has become a challenge in expanding factory lines and business growth. 【Features of this solution】 ■ Can be added to existing inspection devices. There is no need to replace expensive inspection equipment. ■ No need to create AI models for each workpiece, and maintenance is easy (*). ■ Custom solutions are also available. * Additional preprocessing or model updates may be required. 【Benefits of implementing this solution】 ■ Supports line expansion by 2 to 3 times with the current personnel structure. ■ Reflects the expertise of skilled inspectors into AI, making it smarter. ■ Reduces training costs. * If you would like a collection of success stories, please check "Contact Us" or "PDF Download."
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basic information
【Inspection Target】 ■ Solder fillet of leads, gullwing, etc. 【Detected Anomalies】 ■ Non-wetting ■ Bridging ■ Solder balls, etc. 【Target Image】 ■ Color highlight method 【Recommended PC Specifications】 ■ CPU: 3.60GHz, RAM: 8GB or more 【Supported OS】 ■ Windows 10 or Linux 【Processing Speed Performance Example】 ■ Approximately 150 ms per image
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Applications/Examples of results
【Case Studies】 ■In-vehicle Products ■Servo Motors ■PC and Peripheral Devices ■Healthcare Devices
Detailed information
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■ The first step from a human guarantee system to a system guarantee ■ There is a case where the man-hours for visual inspection have been reduced to one-third. This allows for business expansion, including overseas, with the current personnel.
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Company information
HACARUS applies its unique sparse modeling technology to AI, aiming to provide truly useful digital solutions. With over 8 years of experience contributing to problem-solving for numerous companies, we leverage our unique expertise and technological capabilities to transform human insights into assets, successfully enhancing operational efficiency and reducing manpower. We consistently support everything from data acquisition methods to integration with existing systems, working towards the realization of a future where humans and AI coexist.