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FinePdfs publishes resources for PDF OCR

On October 20, 2025, FinePdfs published source code, labeled datasets, and a classifier designed for PDF OCR workflows.

By Wendelmaques ·

Source: FinePdfs publica datasets, modelos e código-fonte para OCR (x.com). Text prepared with AI from this source.

What happened and what to do

On October 20, 2025, FinePdfs published the OCR-Annotations source code, containing 1,600 labeled PDFs; the Gemma-LID-Annotation dataset, with 20,000 samples per language; and XGB-OCR, a classifier for OCR on PDFs. These resources can support the creation and evaluation of text-recognition workflows for PDF documents.

A company could implement a pipeline that ingests PDFs, runs OCR, records results, and sends low-confidence documents for human review. The labeled datasets could also help test quality across languages and document types, with metrics and monitoring dashboards.

How the consultancy can help

Wendelmaques can assess a company’s document workflow and quality requirements, define a scope, and implement and operate the OCR pipeline, testing, and monitoring on the company’s infrastructure.

Next step

Send a brief description of your PDF workflow and OCR challenge; Wendelmaques can propose a suitable implementation scope.

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