abhishek1008.bsky.social @abhishek1008.bsky.social · 25/09/2026On historical pages, finding the text lines is largely solved. Reading them in the right order is not, and that's what a recogniser gets. I put a tiny learning-free step up against htrflow, Table Transformer & PaddleOCR on 198 handwritten tables: valhtrdata01.z1.web.core.windows.net 000
abhishek1008.bsky.social @abhishek1008.bsky.social · 24/09/2026Detection is easy, reading order is the tax 📜 Line detection on historical pages is ~solved; reading order isn't — only past 1 column. 5 segmenters, 8 languages: tie on detection, but detectors scramble multi-column order (τ≈0.5 vs ~1.0). hf.co/spaces/abhishekjha1008/historical-reading-order-demo 010
abhishek1008.bsky.social @abhishek1008.bsky.social · 20/09/2026Open model + live demo: a text-line segmenter for historical handwriting. It finds every line before recognition. Trained on Nordic court/church hands, it also generalises to European registers it never saw. Weights, code, demo: huggingface.co/spaces/abhishekjha1008/historical-line-segmenter-demo 010
abhishek1008.bsky.social @abhishek1008.bsky.social · 18/09/2026Segmentation is the hidden tax in historical HTR. On real pages the quiet failure is line segmentation, not the recogniser. Wrote it up with a real 1822 register demo + an open YOLO segmenter: dev.to/abhipandit1/... #HTRdev.toSegmentation is the hidden tax in historical HTRWhen people talk about handwritten text recognition (HTR), they talk about the recogniser: the model... 010
abhishek1008.bsky.social @abhishek1008.bsky.social · 17/09/2026New on the Hub 🖋️ open tools for historical Danish HTR: a YOLO line segmenter (mAP50 ~0.79), a kraken baseline segmenter, and 160k synthetic Danish lines with perfect ground truth, plus a live demo. Segmentation is the hidden tax in historical HTR. hf.co/abhishekjha1008 #DigitalHumanities #HTRhf.coabhishekjha1008 (Abhishek Jha)Historical handwriting recognition (HTR) & multilingual document AI. Building specialist recognisers that stay faithful to the page where general VLMs hallucinate; cross-lingual transfer for low-re... 041