Jul 17, 2024 · Artificial Intelligence

Open-Source PDF Toolkit Delivers High-Accuracy Layout and Formula Detection

PDF‑Extract‑Kit is an open‑source toolkit that combines high‑accuracy layout detection, formula detection, formula recognition, and OCR for PDFs, and the article details its model comparisons, evaluation on academic and textbook datasets, and step‑by‑step instructions for running it on Windows or macOS, including Apple Silicon.

Computer VisionOCRPDF-Extract-Kit

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Open-Source PDF Toolkit Delivers High-Accuracy Layout and Formula Detection

Xianyu Technology

Jun 27, 2019 · Frontend Development

Image-to-UI Code Generation Demo and Architecture Overview

The Xianyu team’s new “black‑tech” system automatically transforms UI mockup images into production‑ready code by detecting components with deep‑learning models, extracting layouts via OpenCV, and employing a modular stream‑oriented architecture of units, tasks, and server layers that enables rapid testing, flexible composition, and future enhancements such as improved container recognition and semantic understanding.

Deep LearningImage AnalysisUI Generation

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Image-to-UI Code Generation Demo and Architecture Overview