Solving wafer inspection challenges with AI to achieve short-term, high-precision appearance inspection.
In the semiconductor manufacturing industry, particularly in wafer inspection, the accuracy of detecting minute defects and foreign substances is directly linked to product quality. Building a high-precision inspection AI from limited defective data in a short period is a crucial challenge for improving inspection process efficiency and quality. AI visual inspection solutions generate pseudo-defective images, allowing for the creation of high-precision appearance inspection AI models even from a small amount of defective product data. This significantly reduces the time and effort required to collect defective product images and supports the rapid establishment of visual inspection systems. 【Use Cases】 - Detection of fine scratches, dirt, and foreign substances on wafers - Detection of misalignment and shape variations - Automation and efficiency improvement of the inspection process 【Benefits of Implementation】 - Improved inspection accuracy and prevention of defective products from being released - Reduction of inspection labor and cost savings - Quick implementation of AI inspection systems
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【Features】 - The pseudo-defective image generation function allows for the construction of AI models from a small amount of defective data. - Pseudo-images generated by AlliomVision can be used in various AI development environments (optional feature). - We provide dedicated software for image acquisition from cameras, inspection by AI models, and result display and storage. - Utilizing deep learning, we can detect defects whose shapes and positions are not fixed. - High-precision appearance inspection AI models can be generated in a short period. 【Our Strengths】 We have proposed system integration across various industries, including paper manufacturing, automotive, and semiconductors. Leveraging our extensive experience and know-how in the semiconductor field, we provide tailor-made solutions that best meet our customers' needs. As a comprehensive manufacturer of automation systems, we contribute to improving our customers' productivity and quality.
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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.
