AI: Machine Learning & Model Training
Training diffusion (image-generation) models | Sri AI
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Course overview
How image generators work, and how to train and fine-tune one on your own pictures.
Level: Advanced · Mode: Evenings, online
Who this course is for
Engineers and designers who want to go beyond using image generators.
What you will learn
- Explain the diffusion process
- Train a small diffusion model
- Fine-tune on your own images
- Guide generation with text
Syllabus
- Module 1: Noise and denoising
- Module 2: Training from scratch
- Module 3: Fine-tuning and guidance
- Module 4: Stable Diffusion internals
- Module 5: Ethics of image generation
Final project
Every module ends in hands-on practice, and the course ends with a project you build and present. Your certificate names that project.
Before you start
Deep learning.
Open-source tools you will use
Adapts the Hugging Face Diffusion Models Class.