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Double digit recognition


I would deeply appreciate a high-level input on how to go about digit recognition for my dataset.

Below are two images from the dataset.

The numbers shift on the image when they go from single do double-digit, so I cannot simply crop each number by hardcoding its coordinates.

Therefore I need to:

  1. To isolate each number
  2. Pass each number for recognition.

What would be the right approach for 1. and 2. for this dataset?


image description image description