TIM DE PAEPE

I started working with computers in the nineties.

 

From MS-DOS to Win95

 

Played DOOM alot!

 

The save icon was the real deal.

I studied multimedia, ICT and arts (theatrical direction)

I worked in web agencies and software companies.

I teach and work in  performative arts.

This is my daughter

Jeanne

Introduction

AI Generated Content

ECTS

  • Watch online
  • 4 credits
  • Face-to-face instruction: 24 hours, 2 hours a week
  • Self study tasks
    • Assignments: 65 hours, 5 hours a week
    • Study Hours: 10 hours
  • Tests and exams: 3 hours
  • Total time: 102 hours

AI Generated Content

  • Master the core principles of Artificial Intelligence (AI)
  • Explore how to create stunning AI-generated art using diffusion models:
    • Dive into AI image creation techniques: text-to-image, image-to-image, inpainting, and advanced tools like ControlNet
    • Discover how to generate audio content, including realistic voice cloning
    • Learn how to produce AI-generated videos and animated visuals

AI Generated Content

  • Maximize your productivity by integrating Large Language Models (LLMs) like ChatGPT into your workflow
  • Critically evaluate the role and impact of AI-generated content in your own projects

Introduction

Schedule

Schedule

Week 1 26/09/2024 Course Introduction
Week 2 03/10/2024 Artificial Intelligence Fundamentals
Week 3 10/10/2024 Art Generation: Introduction ComfyUI
Week 4 17/10/2024 Art Generation: Text2Img and Img2Img
No lesson 24/10/2024 -
No lesson 31/10/2024 -
Week 5 07/11/2024 Art Generation: Upscaling & ControlNet
Week 6 14/11/2024 Art Generation: IPAdapter & LoRA
Week 7 21/11/2024 Evaluation AI Fundamentals + Art Generation

Schedule

Week 8 28/11/2024 Content Creation with Large Language Models
Week 9 05/12/2024 Art Generation: AI Audio
Week 10 12/12/2024 Art Generation: AI Video
Week 11 19/12/2024 AI Debate

Lessons

  • On Thursday, check your agenda
  • Two groups
    • 10:30 - 12:30
    • 13:30 - 15:30
  • Why are you coming to the lessons?
    • Practical lessons
    • Exercises + Weekly portfolio
    • Evaluation
    • Assignments

Tools

  • Canvas
    • Announcements
    • Modules
    • Assignments
  • Edulist
    • Learning path
  • Teams
    • Communication
    • Expect no answer before 9 a.m. and after 5 p.m.

Rundiffusion

  • Rundiffusion
    • During the course, you need access to a ComfyUI instance
    • We will use Rundiffusion
    • We'll use this during lessons and evaluation (week 7)
    • Make an account and add credits
      • Min. $20,00 for use during lessons and evaluation
      • Between $15,00 - $20,00 for homework and self-study
    • ​No credits: don't come to class

Adobe Portfolio

  • Sharing your weekly AI Generated Content via a website

Introduction

Evaluation

Evaluation

First exam period

  • 70% assignments, out of exam period

  • 30% oral, within exam period

Third term (within exam period)

  • 70% assignments, out of exam period

  • 30% oral, within exam period

Assignments

  • Weekly Portfolio - 30%
  • AI Fundamentals (week 7) - 10%
  • Art Generation (week 7) - 20%
  • AI Debate reflection - 10%
  • Oral Examination - 30%

Conditions

  • If an assignment is submitted late, but less than 24 hours after the deadline, one-third of the points will be deducted. After 24 hours of late submission, a zero will be awarded for this assignment.
  • Duplicating texts that are been written by a human is not allowed, you are the author.
  • Generated texts and media are allowed, unless otherwise stated in the assignment.

Introduction

Introduction exercise

Let's start with some questions

Setting up Rundiffusion

  • Go to https://rundiffusion.com/
  • Make an account
  • Add credits (if you already can), minimum $20,00
  • Start a ComfyUI environment

Setting up Adobe Portfolio

Generate Content

  • Make a description about yourself in text
  • Let ChatGPT rephrase your description and turn it in a prompt for image generation. 
  • Make use of an image generator in the style you want. You can use Adobe Firefly (part of your Creative Cloud account)
  • Generate an image in portrait mode.
  • If you are satisfied with the result, post all your generated images in your portfolio (make a page Week 1)

Let the machine learn

  • Go to Google's Teachable Machine
  • Get Started and start an image project
  • We are going to train our first model!
  • Download some of the image of the Padlet and classify those images as "My Class"
  • Download some images of cats via Google Search and classify those images as "Cats"
  • Now... Train the model and see if the model can distinguish cats from people of our class

For next week...

AI Fundamentals

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