Machine Learning and Vision Systems (UniSA)

Undergraduate | 2026

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Mode icon
Mode
Mode
Your studies will be on-campus, and may include some online delivery
On campus
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Area/Catalogue
COMP 4025
Course ID icon
Course ID
205830
Campus icon
Campus
Adelaide City Campus
Level of study
Level of study
Undergraduate
Unit value icon
Unit value
6
Course owner
Course owner
Adelaide University
Course level icon
Course level
4
Work Integrated Learning course
Work Integrated Learning course
No
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Inbound study abroad and exchange
Inbound study abroad and exchange
The fee you pay will depend on the number and type of courses you study.
No
University-wide elective icon
University-wide elective course
No
Single course enrollment
Single course enrolment
No

Course overview

In this course, students will develop analytic knowledge and skills of machine learning and vision systems and digital image processing for use in mechatronic systems especially in manufacturing applications Components of machine vision systems, image acquisition, point and neighbourhood image enhancement, edge based and region based image segmentation, colour image processing, morphological image processing, image description and representation, machine learning fundamentals, Fuzzy logic, Neural networks, basic deep learning.

Course learning outcomes

  • Explain and analyse essential concepts of a machine vision system (PO 1, 4) (EA 1.3, 2.1)
  • Develop a process to capture an image and enhance it for further processing (PO 4) (EA 2.1, 2.2)
  • Analyse a procedure to segment an image to differentiate the objects of interest from the back ground and recognise/interpret them in an image (PO 1, 4) (EA 1.3, 2.1, 2.2 )
  • Compare machine learning methods and evaluate/apply an appropriate one for a given application in a group (PO 1, 4, 8) (EA 1.3, 2.1, 2.2, 3.6)

Prerequisite(s)

N/A

Corequisite(s)

N/A

Antirequisite(s)

N/A

Assumed knowledge

N/A

Textbook(s)

N/A

Inherent requirements

N/A

Other resources

N/A

Assessment

N/A

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The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.