Unit of Study COMP6020 Deep Learning and Advanced Artificial Intelligence (2025)

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Unit Snapshot

Unit type

PG Coursework Unit
Credit points

12
Faculty & College

Faculty of Science and Engineering
Placement

No

Pre-requisites

- COMP6010 Artificial Intelligence and Machine Learning Essentials

Unit description

This unit delves into deep learning, image processing, and computer vision.

Unit content

Module 1: Fundamentals of image processing and computer vision

Module 2: Image processing and understanding

Module 3: Case study 1: Document image recognition

Module 4: Object detection and recognition pipeline

Module 5: Case study 2: Facial detection and recognition

Module 6: Emerging technologies in image processing and computer vision

Availabilities

Not currently available in 2025

Learning outcomes

Unit Learning Outcomes express learning achievement in terms of what a student should know, understand and be able to do on completion of a unit. These outcomes are aligned with the graduate attributes. The unit learning outcomes and graduate attributes are also the basis of evaluating prior learning.

On completion of this unit, students should be able to:

analyse and evaluate artificial-intelligence-based image processing and vision technologies

analyse and utilise contemporary image analysis and computer vision tools to solve real-world problems

create image analysis and computer vision techniques

assess different image analysis and computer-vision-based solutions and communicate insights.

Fee information

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