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Generative AI

How AI Text-to-Image Generation Works

Learn how AI turns a sentence into a picture. Start with how computers store images, then autoencoders, VAEs and GANs, and move on to diffusion models, CLIP and Stable Diffusion. Learn prompts, guidance, samplers, inpainting, ControlNet and LoRA, and finish by generating and customising your own images.

18 lessons

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How AI Generates Images From Noise

English ยท 22:54

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Course Content

18 lessons

Unit 1 ยท Images and Early Models
1

Introduction to Generative AI

What generative AI is, how it differs from discriminative models, and why it ...

New
2

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๐Ÿ”’ Plan
3

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4

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5

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Unit 2 ยท Diffusion Models
6

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7

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8

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9

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10

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Unit 3 ยท Stable Diffusion
11

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12

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13

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๐Ÿ”’ Plan
14

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Unit 4 ยท Control and Customisation
15

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๐Ÿ”’ Plan
16

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17

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Capstone
18

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๐Ÿ”’ Plan