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Create images with
AI models
Introduction to Image Generating AI
What we will cover today
•How to get started
•Let’s learn some new concepts
•How to generate images you want
•How do I write effective prompts?
•Some demos
How to get started
https://www.bing.com/create
Bing Image Creator (Open AI’s DALL-E)
https://app.leonardo.ai/
Leonardo AI (Stable Diffusion)
Diffusitron
Basic concepts you
should know
1. Generative AI
2. AI Models
3. Prompts
What is generative AI?
Generate texts
Generate images
Generate sound/tones
What is NOT generative AI?
•Siri
•Tesla
•Netflix
What is AI model?
computational
structure that is trained
to perform the task
think of it as an
assistant
What is image-generating
AI model?
AI model specialized
in generating images
think of it as an artist
What is prompt?
but think of it as a
request to an artist.
Please
draw a cat.
input you give to image-
generating AI model
What is the process of
generating images like?
Write/edit
prompts
Generate
images using
a model
Evaluate
images
Basic of prompt (prompt engineering)
1. Know the basic format of prompt
2. Work with different AI models
3. Use negative prompts
Basic format of prompts
adjective noun action background style
A black cat.
adjective noun action background style
A black cat with green
eyes.
adjective noun action background style
A black cat with green
eyes sitting on a red
cushion.
adjective noun action background style
A black cat with green
eyes sitting on a red
cushion in a sunny
living room
adjective noun action background style
A black cat with green
eyes sitting on a red
cushion in a sunny living
room, with a fireplace
and a Persian rug in the
background.
adjective noun action background style
A black cat with green
eyes sitting on a red
cushion in a sunny living
room, with a fireplace
and a Persian rug in the
background, in the style
of Japanese animator
Hayao Miyazaki.
adjective noun action background style
A cute black cat with
green eyes, smiling,
sitting on a red cushion
in a sunny living room,
with a fireplace and a
Persian rug in the
background, in the style
of Japanese animator
Hayao Miyazaki.
What if you don’t like images
generated by a particular AI
model?
Try different AI models!
DreamShaper v7
Stable Diffusion 2.1 Deliberate 1.1
Stable Diffusion 1.5
Prompt:
a photorealistic image of a sleek, black cat with green
eyes, crouching on a brick wall under a full moon, its
gaze focused intently on a moth fluttering nearby
What if you don’t like some
feature in the generated image?
Use negative prompts!
Prompt:
Generate a high-definition,
photo-realistic image of an
underwater castle
… but I don’t like the image
that is predominantly green
Negative prompt:
Green tone
Prompt:
Generate a high-definition,
photo-realistic image of an
underwater castle
What if you are stuck
writing prompts?
Other things to try
Write
prompts
Generate
images
Evaluate
images
Copy from
examples
Use ChatGPT
to generate
prompts
Copy sample prompts
from other images
(DEMO)
Use ChatGPT to
generate prompts
(DEMO)
Thank you for attending!

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Create images with AI models.pptx

Editor's Notes

  1. Use AI image generating services Use apps on smart phones
  2. Chat GPT Stable diffusion, DALL-E 2 Music?
  3. What is NOT generative AI? Email (spam filter) Siri (speech recognition) Tesla (Autonomous vehicles) Fraud detection Netflix (Recommendation Customer support (bots)
  4. Trained Accepts orders Generates images
  5. Trained Accepts orders Generates images
  6. But think of orders/instruction to an artist.
  7. It is an iterative process It is a trial-and-error process
  8. It is an iterative process It is a trial-and-error process
  9. To obtain more specific results, specify details Common format: {adjustive} {noun} {verb} {style}
  10. the whole prepositional phrase "with green eyes" acts as an adjective phrase
  11. Use AI image generating services Use apps on smart phones
  12. Trained differently Fine-tuned for certain results React differently to the same prompts
  13. Use AI image generating services Use apps on smart phones
  14. Use AI image generating services Use apps on smart phones