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This is an implementation of Siamese Network in tensorflow.

Main task to identify same word images as that of the given word image.

Network was trained to identify words irrespective of their fonts and cases.
Example:
Original query image

Original query image

Top 5 similar words out of 30 test images
Result-1

Original query image

Result-2

Original query image

Result-3

Original query image

Result-4

Original query image

Result-5

Original query image