Jun 3, 2023
Creating a visual inspection tool in the automotive industry can be challenging due to having many different types of defects, including ones we have not seen before. Physical setup constraints, importance of missed defects and subjectivity of labels adds even more complexity to this task. I will illustrate all this on a Valeo project, which is aimed at helping the operator detect bad sensors on the production line using visual information. To tackle this complex problem we have combined different computer vision models, extracting features from the segmented anomaly map alongside with the supervised classifier score and using them for the final classification.
Machines can learn. Incredibly fast. Faster than you. They are getting smarter and smarter every day. They are already changing your world, your business and your life. Artificial intelligence revolution is here. Come and learn how to turn this threat into your biggest opportunity. This is not another academic conference. Our goal is to foster discussion between machine learning practitioners and all people who are interested in applications of modern trends in artificial intelligence. You can look forward to inspiring people, algorithms, data, applications, workshops and a lot of fun during three days as well as at two great parties.
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