Better late than never, but found this tool that will do what you want. 

http://www.primaresearch.org/tools/PAGEViewer

You just need to rename your hocr or html file (depending on version of 
tesseract) to xml.

On Sunday, October 6, 2013 at 3:26:58 PM UTC-4, matthew christy wrote:
>
> Does anyone know about a tool that already exists that allows you to see 
> all the bounding boxes identified in Tesseract's hOCR output on one page?
>
> Thanks,
> Matt
>

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