Constructing handwritten recognition data--service cloud platform based on OpenStack

Constructing handwritten recognition data--service cloud platform based on OpenStack

South Li Desheng

This paper presents the handwritten recognition data, which is based on the open source cloud computing platform OpenStack IaaS layer, namely the service cloud Platform (handwriting recognition data Platform as a service, abbreviation: Hrdpaas). The purpose and significance of this is to provide a reasonable solution to the problems currently encountered by handwriting recognition: 1 Low configuration end (such as embedded, web-side) handwriting recognition is difficult to achieve; 2 personalized handwriting recognition operation is complex, need large storage, high configuration; 3 The sample integration required for handwriting recognition research is very high and large in number. 4) Unbalanced data resources and lack of data service in this field. The platform proposed in this paper is aimed at the technical field of handwriting recognition, with handwritten data as the core, open handwriting recognition service, handwritten data statistic service, handwritten sample dispatch service, data visualization service and so on. At the same time, the platform base resource monitoring system and the data operation and maintenance system are used to realize the deployment and dispatch of the Platform computing resources by using the OpenStack elastic scaling and load balancing solutions. This research project realizes the system and the service including: 1 on-line handwriting recognition, broadens the handwriting interaction application occasion; 2 A large number of users of massive data storage, for personalized handwriting recognition research provides data base; 3 provides a large number of sample scheduling to reduce the cost of handwriting recognition research 4) integrates a mass of sample sets with natural semantics to provide the basis for the conversion of handwritten sample data to semantics. Using this platform, we can integrate, optimize and reorganize the ecological chain of handwritten interactive application and research and development through data.

Constructing handwritten recognition data--service cloud platform based on OpenStack