Stable Diffusion model from scratch

Stable Diffusion model from scratch (Stable Diffusion v1)

Key Features

1. VAE (from scratch)
2. UNet (from scratch)
3. Forward process
4. Denoising/Diffusion process

Dataset

• used dog dataset to train the model (https://chaladze.com/l5/)

What's next

• Create file/folder for notebook created functions
• Flow matching
• Implement Diffusion Transformer (Stable diffusion v3)
• Implement Pipeline process
• conda enviornment setup