2020 unit information
Classes and seminars in Trimester 2/Semester 2, 2020 will be online. Physical distancing for coronavirus (COVID-19) will affect delivery of other learning experiences in this unit. Please check your unit sites for announcements and updates one week prior to the start of your trimester or semester.
Last updated: 2 June 2020
SIT771 and SIT787
For students enrolled in S737: SIT787
Students will on average spend 150 hours over the teaching period undertaking the teaching, learning and assessment activities for this unit.
1 x 2 hour class per week, 1 x 2 hour seminar/workshop per week
1 x 1 hour scheduled online workshop per week
Computer Vision and Speech Processing are fields of Artificial Intelligence that look to extract information from images, videos, and audio to better help computers interact with the real world. In this unit you will explore the application of computer vision and speech processing algorithms to solve real world problems. You will draw upon current research and state of the art tools to propose and develop novel solutions involving computer vision and speech processing.
These are the Learning Outcomes (ULO) for this UnitAt the completion of this Unitsuccessful students can:
Deakin Graduate Learning Outcomes
Draw upon current research and state-of-the-art computer vision and speech processing techniques to propose and develop novel solutions to real world problems
GLO1: Discipline-specific knowledge and capabilitiesGLO3: Digital literacyGLO5: Problem solving
Select and apply advanced machine learning techniques with voice, image and video data for the purpose of recognition, classification, and pattern matching
GLO1: Discipline-specific knowledge and capabilitiesGLO4: Critical thinking
Apply tools and frameworks to design, implementand evaluate computer vision and speech processing solutions
GLO1: Discipline-specific knowledge and capabilitiesGLO3: Digital literacy
Work effectively as a member of a teams to develop working computer vision and speech processing systems
These Unit Learning Outcomes are applicable for all teaching periods throughout the year
The assessment due weeks provided may change. The Unit Chair will clarify the exact assessment requirements, including the due date, at the start of the teaching period.
To be eligible to obtain a pass in this unit, students must meet certain milestones as part of the portfolio.
There is no prescribed text. Unit materials are provided via the unit site. This includes unit topic readings and references to further information.
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