We will conduct AI visual inspection of automotive parts using HALCON DL for image classification, anomaly detection, and object detection.
Using HALCON DL (Deep Learning) for image classification, as well as global anomaly detection, object detection, and other inspections, HALCON Deep Learning can be utilized depending on the inspection target. Of course, image processing is also possible based on rules. Note: HALCON is a pioneering tool that allows for the efficient construction of image processing systems by freely combining a vast array of over 2,000 high-functionality functions.
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basic information
Using HALCON DL (Deep Learning) for image classification, object detection, and global anomaly detection, automatically switch HALCON DL for inspection at the inspection location. The camera used is an area camera manufactured by iRAYPLE, and the lens is a borescope lens.
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Applications/Examples of results
Currently, there are inquiries from automotive parts manufacturers regarding automotive parts appearance inspection and nut appearance inspection.
Detailed information
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This is an inspection software for parts from a certain automotive parts manufacturer. It is an AI image processing software that uses HALCON DL for image classification.
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Company information
In the Vision & Robot System Development Department, we develop vision systems for robotic systems and robotic systems themselves. We are involved in the development of optical sorting machines for recycling companies, automotive parts manufacturers, and food manufacturers, as well as the development of appearance inspection systems for automotive parts manufacturers. Our areas of expertise include optical automatic sorting machines, high-speed image processing, AI (deep learning) image processing, appearance inspection of metal parts, and PLC control design. We also develop and design automatic sorting inspection equipment using robots from scratch. For customers considering factory equipment automation, we provide automatic sorting machines, control panel design for equipment, robot implementation, and vision system implementation. 1. We mainly use KEYENCE, HALCON, and HALCON DL for image processing. We also support other image processing solutions, including MERLIC. 2. For PLCs, we primarily use KEYENCE and Mitsubishi Electric products (we also handle other manufacturers' PLCs). 3. We use robots from DENSO WAVE, Mitsubishi Electric, FANUC, and Yamaha Motor. 4. For cameras, we use color/monochrome area cameras and line scan cameras, including Basler cameras, JAI UV cameras, JAI prism spectroscopic cameras, and KEYENCE cameras.
![[Case Study] AI Visual Inspection System](https://image.mono.ipros.com/public/product/image/eb0/2000850773/IPROS36257272837982488635.png?w=280&h=280)
