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Introduction to AI Techniques in Creative Practice - TFT00119M

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  • Department: Theatre, Film, Television and Interactive Media
  • Module co-ordinator: Prof. Marian Ursu
  • Credit value: 20 credits
  • Credit level: M
  • Academic year of delivery: 2024-25
    • See module specification for other years: 2023-24

Module summary

This module delivers fundamental concepts and principles required to implement modern AI systems in the context of real-world applications for creative industries along, while allowing to develop relevant programming skills. Key digital image processing techniques, that allow processing and augmentation of datasets containing images, videos, etc. will be introduced and discussed.

Module will run

Occurrence Teaching period
A Semester 1 2024-25

Module aims

  • To introduce core concepts of Convolutional Neural Networks (CNNs) and data augmentation

  • To develop students’ skills for implementing AI techniques

  • To develop students’ understanding of techniques and tools for processing multimedia content in the context of AI applications

Module learning outcomes

  • Be able to use syntax and semantics of some open source frameworks widely used in the context of AI applications

  • Be able to apply basic image and sound processing techniques

  • Be able to critically evaluate complex AI techniques

Assessment

Task Length % of module mark
Essay/coursework
Essay : Coursework + report		 N/A 100

Special assessment rules

None

Reassessment

Task Length % of module mark
Essay/coursework
Essay : Coursework + report		 N/A 100

Module feedback

You will receive written feedback/mark in line with standard University turnaround times.

Indicative reading

PyTourch Library, https://pytorch.org/docs/stable/index.html

Glassner, A., 2021. Deep learning: a visual approach. No Starch Press.


The information on this page is indicative of the module that is currently on offer. The University is constantly exploring ways to enhance and improve its degree programmes and therefore reserves the right to make variations to the content and method of delivery of modules, and to discontinue modules, if such action is reasonably considered to be necessary by the University. Where appropriate, the University will notify and consult with affected students in advance about any changes that are required in line with the University's policy on the Approval of Modifications to Existing Taught Programmes of Study.