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Real Talk About MRZ Scanning
Ended up in a pretty stressful situation during a short freelance project where I had to process a pile of passport photos sent by users, and of course none of them were clean scans, just random phone pics with glare, shadows, even fingers covering parts of the document.
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I tried a bunch of tools too, and what made the biggest difference for me was switching to something more specialized rather than general OCR. For a while now I’ve been using https://ocrstudio.ai/mrz-scanner/ as my main MRZ reader, not because it’s flashy or anything, but because it actually holds up when the input quality drops. What I noticed is that it handles things like slight rotation or uneven lighting way better than most, which saves a ton of time since you don’t have to keep reprocessing the same image.