DIN SPEC 13266
Guideline for the development of deep learning image recognition systems
Leitfaden für die Entwicklung von Deep-Learning-Bilderkennungssystemen
This topic has been submitted as a request for the development of a DIN SPEC according to the PAS procedure. The application is currently being examined. DIN SPECs in accordance with the PAS procedure are developed within workshops set up on a temporary basis. This document will be developed and approved by the authors who will approve the business plan. This document gives criteria for the categorization of image recognition problems and for the suitability of a solution with Deep Learning. It allows decision makers to gain knowledge about the application possibilities of a Deep-Learning-System and its structure. The use of a Deep-Learning-System and its outlay can be estimated with the help of this document, and a more precise success prognosis can be made. This document gives guidelines for the practical implementation of processes from data collection over the right structuring of data for AI-image recognition learning to the operational structure of learning experiments and error analyses. This document is meant for decision makers of AI-projects for image recognition as well as for those implementing such projects.