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Computer Vision on AWS
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So far in this book, we’ve talked about using computer vision (CV) to identify labels, objects, or text in images and videos. However, another key application of CV is identifying defects or anomalies in industrial manufacturing processes. Imagine that you’re a medical products manufacturer; you will need to deploy dozens of inspectors to control the quality of the products being shipped out. This manual inspection task is expensive, prone to error, and does not scale. Leveraging CV and artificial intelligence (AI)/machine learning (ML)-based solutions such as Amazon Lookout for Vision allows customers to drive efficiency and enhance the productivity of human operators. Amazon Lookout for Vision allows you to identify defects, such as missing components on circuit boards, damages such as scratches or bent parts, and defects with a repeating pattern, indicating process issues.
Amazon Lookout for Vision is a fully managed service...