>
> Is it not possible if data stored in RAM exceeds 1GB moved or transfer to 
> Swap pragmatically  OR data stored in RAM moved *every seconds* to the 
> Swap and cleared up RAM for next processing the data. - I presumed that 
> this can be done by suitable coding in the relevant source code in python. 
>  [...] 

I am of view majority of users may not have higher end of computer having 
> more than 4GB - resulting discourage them for usage of ocropus project.


Users will generally only use OCRopus for recognizing text, and that works 
fine in 4GB of memory.  

It is training that requires large amounts of memory, but users don't 
usually do that.

The motivation for sharing open source projects is so that people 
contribute source code to the project. The box training code that you are 
having problems with is indeed very memory inefficient.  Since that seems 
to be a problem for you, I encourage you to improve the Python code and 
contribute the improvements. 

Tom

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