IMPLEMENTATION OF INTELLIGENT SOFTWARE USING IBM WATSON AND BLUEMIX

By Juraj Collinăszy, Marek Bundzel, Iveta Zolotová. 2017

17 citations recorded by the source corpus.

We present the implementation of intelligent software for image classification on the IBM Bluemix platform using the IBM Watson cognitive services. Our system is voice or text controlled cloud-based service accessible via implemented RESTful API. The core idea behind this system is the ability to learn new classifiers without the need of acquiring training data from the user. To this end, we developed multiple methods aiming to maximize classification accuracy of the system. The system uses web search services to download data used for training the classifiers. We have experimentally evaluated the service and proved that our software is capable of learning and creating new classifiers based upon the user entered keyword.

Subfields: Computer Networks and Communications, Water Science and Technology, Natural Language Processing, Question Answering & Reading Comprehension