SAP SE
AUTOMATIC GENERATION OF ODATA SERVICES FROM SKETCHES USING DEEP LEARNING

Abstract:

Methods, systems, and computer-readable storage media for receiving, by an Open Data Protocol (OData) service generation platform, an image of a sketch on a physical artifact, processing the image using a set of ML models to detect depiction of two or more entities and at least one association between entities, the set of ML models including at least one layout analysis ML model to identify two or more sections within images, at least one object detection ML model to identify one or more of entities and associations in each section of the two or more sections, and at least one text recognition ML model to determine text associated with entities in sections, generating an entity data model (EDM) based on output of the ML models that includes the two or more entities and the at least one association, and providing an OData service based on the EDM.