International Business Machines Corporation

Business Objects Software Limited

Guan Chao Li

Kun Yan Yin

Zhong Fang Yuan

Tong Liu

Xue Ping Liu

Yi Chen Zhong

Xiang Yu Yang

Yun Jing Zhao

Sheng Hui Zhan

Tianli Zhang

Jun Che

Yu Tao Wu

Zimo Zhang

Gang Ning

Zhe Xue

Fei Wang

Provided are a computer program product, system, and method for training and using a vector encoder to determine vectors for sub-images of text in an image to subject to optical character recognition. A vector encoder is trained to encode images representing text into vectors in a vector space. Vectors of images representing similar text have a high degree of cohesion in the vector space. Vectors of images representing dissimilar text have a low degree of cohesion in the vector space. An input image is processed to determine sub-images of the input image that bound text represented in the input image. The sub-images are inputted to the vector encoder to output sub-image vectors. The vector encoder generates a search vector for search text. Optical character recognition is applied to at least one region of the input image including the sub-images having sub-image vectors matching the search vector.

Training and using a vector encoder to determine vectors for sub-images of text in an image subject to optical character recognition

Graphite mold

A system and method for adaptive color assignments to image labels during annotation of datasets includes preparing a dataset for image labeling by an annotator by: leveraging a global color analyzer to perform a global color distribution of a plurality of images to identify one or more overall colors present in the plurality of images, and a local color analyzer to perform a local color distribution for each image to identify one or more colors present in an area of interest of the image, and selecting a plurality of candidate colors to be used as image labels by the annotator, based on an output of the global color analyzer and an output of the local color analyzer.

Selection of image label color based on image understanding

An approach for service management in a distributed system may be provided. The approach may include obtaining a first service record for a first service that is deployed in a first cluster in a distributed system, the first service record may be represented in a global registry format defined in the distributed system. Additionally, the approach may include calling a first service entrance for the first service based on the first service record, the first service entrance may enable a second service, deployed in a second cluster in the distributed system, to call the first service. Further, the approach may include providing the first service entrance to the second cluster.

Service management in distributed system

Described herein is a technology for a dashboard used for visualizing data. In some implementations, a dashboard with one or more dashboard item is provided. Performance of the dashboard is evaluated to determine a load time of the dashboard. Possible suggestions for improving performance of the dashboard are provided if performance issues are determined from evaluating performance of the dashboard.

Dashboard performance analyzer

Growing community of inventors

Shanghai, China

Guan Chao Li