Finding matching symbols OpenCV Python

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I'm a trying to identify the dice with the matching symbol on the top from a set of 6 pairs of dice. I tried using feature matching using Brisk but I ran into a few issues, notable (1) it doesn't really pickup relevant keypoints (2) matching the image with itself is tricky and found a pretty hacky workaround using cropping.

I was wondering if there is an easier way. The image quality is also not so high.

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