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OpenAI GLIDE - Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Aleksa Gordić - The AI Epiphany via YouTube

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This course explains the GLIDE text-guided diffusion model for photorealistic image generation and editing. It covers diffusion fundamentals, the GLIDE pipeline, transformer components, guidance methods, comparisons with other models, safety considerations, and failure cases.

Syllabus

Intro to GLIDE - results
Intro to diffusion models
Inpainting and other awesome results
Diffusion models in depth
VAE inspired loss
GLIDE pipeline diffusion + transformers
Guided diffusion
Classifier-free guidance
CLIP guidance
Comparison with other models
Safety considerations
Failure cases
Outro

Taught by

Aleksa Gordić - The AI Epiphany

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