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Segmentation is the hidden tax in historical HTR

Community description: When people talk about handwritten text recognition (HTR), they talk about the recogniser: the model...

Dev.to | Sep 18, 2026 | Abhishek jha

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It is the step nobody benchmarks: line segmentation, cutting the page into the individual text lines the recogniser expects. A generic line detector trained on modern documents degrades quietly here. It finds 120 text lines, cell by cell, top to bottom: The detector reaches roughly mAP50 ~0. 79 on held-out historical pages.

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