this post was submitted on 05 Feb 2026
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Curious here, this is base 64? And what's behind it is more often than not an image or text? And you need to do ocr to get the characters?
Maybe for the text it could use a dictionary to rubber stamp whether that zero is actually a letter oh, etc etc?
I'm curious to know what the challenge is and what your approach is.
Yes, it's base64. And what's behind it could be anything that can be attached to an email.
In this case, it's a PDF. If the base64 text can be extracted accurately, then the PDF that was attached to the email can be recreated.
The challenge is basically twofold:
As for my approach, I'm basically just slowly and painstakingly running several OCR tools on small bits at a time, merging the resulting outputs, and doing my best to correct mistakes manually.
Ah yes pdf is a clusterfuck where anything is valid I think, so minimal redundancy.
Text and image formats are way more lenient and are full of redundancies.