Halvotec GmbH
83064 Raubling, Germany
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Introduction - Motivation & Relevance: The transition to a modern reporting engine at RAQUEST requires the migration of over 900 PDF templates and their adaptation to a new data model. This task is crucial for the product quality and scalability of the system and also offers a practical research topic at the interface of machine learning, program analysis, and document processing. Project Description: The goal of this work is to develop an AI-supported process for the largely automated transfer of layout and data path information from the old to the new template format. In addition to the implementation of a prototype migration pipeline, a systematic evaluation of the migration quality and the influence of model and training parameters is planned.
Specific Tasks / Work Packages
Analysis of old and new template formats as well as the current data model
Data collection and processing (sample templates, metadata)...