Detecting price from an image rendered of product webpage

I have image snapshots of e commerce product pages and wanted to extract price information alone
from these images. My preliminary understanding is this has something to do with image segmentation.
Does anyone have any idea on how to tackle this problem. Thanks in Advance.

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