Defects with uncertain shapes and positions can also be detected by AI with high precision in a short period of time.
In the electronic component manufacturing industry, it is essential to accurately and efficiently detect minute defects to maintain product quality and improve yield. In particular, detecting defects such as scratches and dirt that are often overlooked during visual inspections—especially those with undefined shapes or positions—is crucial for ensuring product reliability. However, collecting data on defective products and training AI models can require significant time and effort. AI visual inspection solutions accelerate the utilization of AI in the inspection process by generating pseudo-defective images, allowing for the rapid development of high-precision visual inspection AI from a small amount of defective product data. 【Use Cases】 - Detection of scratches, dirt, and foreign matter on the surface of electronic components - Detection of chips, cracks, and deformations in parts - Detection of assembly defects 【Benefits of Implementation】 - Improved inspection accuracy and reduced human errors - Reduced inspection labor and increased productivity - Quality improvement through early detection of defective products
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【Features】 - The pseudo-defective image generation function reduces the time required to collect defective product data. - Utilizing deep learning, we build high-precision AI models in a short period. - Use of pseudo-images that do not depend on the AI development environment (optional feature). - We provide dedicated software that supports everything from image acquisition to inspection result display and storage. - We have diverse achievements, including salad plating inspection and fish bloodline inspection. 【Our Strengths】 So far, we have been sensitive to changes in the times, proposing optimal system integration to our customers in industries such as paper and pulp, automotive and automotive parts, semiconductors, LCDs, and smartphones. In the future, we will actively enter the three essential industries for people's lives: "food, pharmaceuticals, and cosmetics." Additionally, in growth areas such as semiconductors and high-functionality LCDs, we are involved in the development of precision alignment exposure equipment, inspection equipment, and process manufacturing equipment as a device manufacturer. We are expanding our business as a comprehensive manufacturer of automation systems, engaged in the sales of industrial electrical equipment, robots, control devices, FA systems, servos, and semiconductor manufacturing lines, as well as the design and construction of electrical instrumentation work. (Yaskawa Electric Corporation dealer).
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Until now, we have continuously faced challenges with the desire to propose optimal system integration to our customers while sensitively responding to the trends of the times in industries such as paper, pulp, automotive, automotive parts, semiconductors, LCDs, and smartphones. Moving forward, we will actively enter the "three industries" of "food, pharmaceuticals, and cosmetics," which are essential for people's lives, while inheriting this way of thinking. Additionally, in fields expected to grow, such as semiconductors and high-performance LCDs, we will actively engage in the development and manufacturing of precision alignment exposure equipment, inspection equipment, and process manufacturing equipment as a device manufacturer.
