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The basic structure of the card recognition algorithm consists of the three steps: Image pre-processing Card segmentation (detection and cropping) Card recognition (classification, identification) Ill describe each of the steps using an image of two Alpha Hypnotic Specters (which I blatantly stole off the internet, obviously) as an example

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Many grading companies also use identical holders because the measurements remain consistent across generations of collectible trading cards

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