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Challenge Given 64 semi-finished Bayer color filter images, which have only Green cells filled, we should measure

Automatically classifies known defect causes and detects unknown defects that do not belong to any class. Achieved 96% classification accuracy.

Reduce inspection costs by 40% or more. ・Accuracy of pass detection is over 80%. Failure detection accuracy is 100%

Challenge Given a Bayer color filter’s black-and-white SEM image dataset, including 300 images, we need to detect

The system can precisely predict how much banknote should be load into specific ATM at certain time.