Abstract: A computer-implemented process for generating cluster templates used for creating extraction models includes the following operations. A plurality of training files associated with a selected class are received. An automated visual analysis is performed on each of the plurality of training files. An automated contextual analysis is performed on each of the plurality of training files. A first clustering of the plurality of training files into a first plurality of clusters using results from the automated visual analysis is performed. A second clustering of one of the plurality of clusters into a second plurality of clusters is performed using results from the automated contextual analysis. Cluster templates for the first and second plurality of clusters are generated.

Abstract: Mechanisms are provided for automated document image annotation and data extraction. A received document image is processed to identify a document type of the received document image, and retrieve a corresponding document template having key point location data and annotation location data for documents of the document type. First key points of the received document image are matched with second key points of the corresponding document template and a mapping is generated to map locations of the document template to locations of the received document image. A perspective transformation is applied, based on the mapping, to first annotation locations specified in the document template data structure to generate second annotation locations corresponding to locations in the received document image. Data extraction is performed on data associated with the second annotation locations based on the annotations corresponding to the second annotation locations.

Abstract: The present application relates to a sealing primer for woodware and an article containing a sealing primer layer formed by the sealing primer. In particular, the sealing primer for woodware comprises: component A, containing at least one water-dispersible isocyanate, wherein the component A has a solid content ranging from 60 to 100 wt %.