OCR ingestion pipelines
OCR tools expect text to sit on a normal baseline. Flipping fixes whole-page mirror or upside-down mistakes; heavy skew is a different problem from mirroring.
Solve a scenario
ADF scanners flipping alternate pages upside-down unintentionally—you notice only after thumbnails misalign chronological PDF bookmarks.
Flattened JPEG workflows prior to OCR crave upright baselines—we mirror geometry deterministically avoiding desk rescan.
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OCR tools expect text to sit on a normal baseline. Flipping fixes whole-page mirror or upside-down mistakes; heavy skew is a different problem from mirroring.
Flipping does not bring back faded thermal print. Improve lighting or rescan first, then flip if the capture was mirrored or inverted.
Apply consistent filename suffix `_flipped_horizontal` aiding downstream automation distinguishing orientation passes.
Scans
Duplex quirks, Acrobat vs flip, encryption, and mobile scans—direct answers.
Judge readable lines quickly—typically vertical fixes upside-down page halves.
Deskew rotates skew quadrilaterals; flipping mirrors entirely—solve different failure classes.
Decrypt locally first respecting policy; flipping operates on decrypted bitmap.
Yes front camera capture sometimes toggles unintentionally—mirror here before Slack distribution.
Obfuscate PPI regardless orientation; flipping doesn’t anonymize inherently.