Sixth Sense on Personal Assistant

Abstract

Paper focuses on designing and developing an user interface to help out the dumb community in making a better use of the personal assistance devices such as Amazon Echo, Alexa etc. It mainly deals with making services of the personal assistance to be easily accessible by the dumb community using sign languages. This web design is based on data science collected from standards of Indian Sign Languages (ISL) and can be built using machine learning tools. TensorFlow library is used as the machine learning package. Sixth sense on personal assistance project is implemented in Anaconda software using python language. Implementation can be done in 3 phases. First phase involving design of the GUI for end user to scan the user image, the second phase deals with implementation of machine learning algorithms to categorize the uploaded article and third phase involves the displaying of categorized results. By using keyword extraction algorithm with category classification and topic discovery algorithm. The results of the project is a software which efficiently reads the users sign languages and converts it into user defined languages which is easily understandable by the personal assistance tools. Maintenance and further development of application as well as the feedback provided by the end users is encouraged.