well you could just run a simple program on the output on tesseract to find and correct those mistakes in your case if you have http:// and you see http:II then it should be a no brainer to just change to http:// it's an easy case because those two dashes are always there another thing is that probably after .com there is eather nothing or a slash.. not many cases there eather. Give it a quick search - maybe there is already a program that checks urls.. tl; dr: with urls being standartised it is pretty easy to create a program that detects errors in links and correct them.
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