Image analysis in technical documentation

Carrara F., Debole F., Gennaro C., Amato G.

Image analysis  Machine learning  Big data  Manufacturing companies 

In the era of Big Data, manufacturing companies are overwhelmed by a lot of disorganized information: the large amount of digital content that is increasingly available in the manufacturing process makes the retrieval of accurate information a critical issue. In this context, and thanks also to the Industry 4.0 campaign, the Italian manufacturing industries have made a lot of effort to ameliorate their knowledge management system using the most recent technologies, like big data analysis and machine learning methods. This paper presents the on-going work done within the ADA project, with special emphasis on the specific image analysis work carried out to extract information from images contained in the so different document of the manufacturing companies, partners of the project.

Source: SEBD 2019 - Italian Symposium on Advanced Database Systems, Castiglione della Pescaia (Grosseto), Italy, 16-19 July, 2019