Бесплатная верстка и перевод книг: как я создал конвейер, работающий на видеокарте
Три месяца отладки, десятки книг и переход от Claude к локальным моделям. Рассказываю, как собрал открытый конвейер перевода и вёрстки книг: MinerU…
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Auditable Monthly Report Archiving with PDF Text Extraction and OCR Verification
Short answer: extract embedded PDF text first, but make the decision per page rather than per file; send only pages that fail structural and content…
OCR + LLM Pipeline for Contract Review: What Actually Works in Production
If you’ve ever tried to extract data from legal contracts, financial reports, or dense PDFs, you already know the pain. You throw a standard OCR too…
Guarding OCR Costs With Node.js Hash Dedupe for Supplier Images
TL;DR: In a Node.js and Express catalogue importer, dedupe supplier images by using normalized metadata as a quick filter and a SHA-256 hash of the…
Is Tesseract accurate enough for production?
Tesseract is accurate enough for production when your documents look like the ones it was built for, clean printed pages at a sufficient resolution,…
Searchable Edtech Reports in Node.js — OCR and Page-Level Indexing
Short answer: archive the original monthly report, extract its existing text layer first, and send only pages without useful text through OCR. Index…
YOalphabet & YOconlang: A Spatial 4-Bit Bytecode Script for Zero-Inference Machine Vision
Modern Optical Character Recognition (OCR) forces edge devices to run heavy neural networks just to read basic text. YOalphabet introduces AIneograp…
Human-in-the-Loop Metadata Inspection — Linking Extracted Text to Source Images
A receipt review console is only trustworthy when every extracted value can be traced to the exact pixels a reviewer is judging. Short answer: store…
A document pipeline in 30 lines, running in a browser tab
Written 2026-09-03. Targets @stabrise/[email protected] , pdfjs-dist@6 , [email protected] . Assumes TypeScript and npm; assumes nothing about OCR or…
Stop OCRing Every PDF: Route It First with pdf-inspector
OCR is often the most expensive and slowest step in a document-ingestion pipeline. The frustrating part is that many PDFs already contain usable tex…
Использование VLM и OCR для распознавания текста на изображениях
Привет, Хабр! Одним из моих направлений работ является создание базы знаний по обучающим курсам, которые включают текст и видеоматериалы.…
Draft vs High: The OCR Quality Parameter Nobody Reads the Docs For
Five different places document PDF4me's OCR quality setting: the REST API and four no-code platforms. Read all five pages back to back and you'll fi…
Small in Code. Large in Behavior.
Neuroloq's attachment pipeline turns on one boundary that comes before transcription: whether to treat an upload as document-like at all, and only t…
Building a Financial Document OCR with Claude Vision API: Lessons from Production
After processing thousands of bank statements, invoices, and receipts through Claude Vision API, I've learned that financial document OCR is harder…
TrulyFreeOCR – a Java OCR pipeline in a single fat JAR, zero native deps required
Introduction I'm the author of TrulyFreeOCR, an open-source OCR pipeline that turns scanned PDFs into searchable, highly-compressed PDFs. Everything…
The quiet race to turn messy documents into AI-ready text
Mistral introduced a new version of its document-reading model as a hosted OCR service, and the open-source project MinerU has been climbing fast on…
AI Dev Weekly #16: Mistral OCR 4, Claude Tag, Alibaba Caught Stealing, GPT-5.6 Delayed
AI Dev Weekly is a Thursday series where I cover the week's most important AI developer news, with my take as someone who actually uses these tools…
Deploying Paperless-ngx Open-Source Document Management System on Ubuntu 24.04
Paperless-ngx is an open-source document management system that converts scans and PDFs into a fully searchable archive using Tesseract OCR, with ta…
Arabic OCR with an API: Make Scanned Arabic PDFs Searchable (Python)
If you've ever tried to extract text from a scanned Arabic document, you already know the pain. Most OCR tooling is built English-first. Arabic adds…
[Перевод] Почему промпты для VLM работают наоборот: как это исправить
Недавно я пытался выжать максимум из корпоративной OCR-модели, перебирая промпты и гиперпараметры, когда наткнулся на issue в репозитории Qwen-3-VL.…
AI Invoice OCR Explained: How Local AI Reads Your PDFs
jaklens.com Step 1 in depth: pdfjs-dist pdfjs-dist is Mozilla's PDF rendering library — the same engine that powers Firefox's built-in PDF viewer. I…
Развиваем ИИ-платформу в 1С
Статья о том, как мы пришли к ИИ для 1С и что из этого вышло. Материал получился про попытку собрать полноценную ИИ-платформу для работы с учетными…
One API Call Changed Everything
Sunday morning. I'm about ready to type everything by hand and call it a weekend. But I want to try one more thing. Instead of OCR to extract charac…
The OCR Rabbit Hole
Long weekend. Pile of handwritten documents on the desk. They need to become structured data - searchable fields in an app, not just scanned images.…
OCR в кармане: как HunyuanOCR на 1B параметров потеснил гигантов в задачах парсинга документов
Всем привет! Меня зовут Артем, я Data Scientist в компании Raft Digital Solutions . В этой статье расскажу про свой опыт работы с HunyuanOCR end-to-…