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

Introduction AI Generated Content

By timdpaep

Introduction AI Generated Content

In this slides you'll find the introduction and an overview of the planning, evaluation and agreements.

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