The University of Auckland

Project #101: Sign-language understanding using Reinforcement learning and DNN

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Description:

This project will understand English sign-language from hand gesture. Do literature survey on conventional approach, and select the best one and develop it as the first version. Then improve the method as the second version. You may use reinforcement learning and/or Deep Neural Network (DNN). This project may be combined with other related projects, such as facial emotion understanding, interactive chatbot projects. All necessary devices will be provided.

This project includes to:

o   do literature survey on conventional approach

o   find the best one for English,

o   develop and test, and

o   improve the method.

Project scope will be decided after the meeting with supervisors. You will bring to the role a passion for research and engineering, excellent computing skills (including a high level of programming ability), and a strong sense of responsibility. It will be better if you have an experience on vision processing and/or using DNN.

Outcome:

Prerequisites

None

Specialisations

Categories

Supervisor

Co-supervisor

Team

Lab

Lab allocations have not been finalised