I would like to use knowledge of the page layout and to greatly improve OCR 
accuracy. I am working with a large number of forms that are extremely 
repetitive in structure. Say I know that a particular field in the form 
holds the value for state/province, and another for city/town. 

Is it too ambitious to attempt to improve the accuracy of tesseract by 
using this knowledge? For example, I could hypothetically identify the 
field that holds the state/province, classify this as one of 50 possible 
states. Then I can have a list of cities in every state, and classify the 
contents of the city field by choosing the most likely city that is in that 
state? 

This type of approach could hypothetically be generalized to many other 
types of very structured information, for example, letting tesseract know 
that a particular field is likely to contain a year or a phone number, or 
even potentially a name and choosing from a long list of names. 

Are these types of goals realistic? And if so, is the best way to get 
started to spend a long time with the source code, make modifications, and 
compile it myself? Thanks very much!

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