Image Analysis and Computer Vision Stable (IACV) Diffusion 2 Showcase

This repository is used to give a quick presentation of Stable Diffusion 2, Dreambooth Finetuning and Upscaling during the IACV lecture.

Usage:

Getting started is super easy.

• Navigate to this repository
• You can then either clone download the whole repository to your local machine.
• For cloning run

  git clone https://github.com/Jan-Oliver/ETH-IACV-SD2.git
  

• For downloading use the green <Code> button
• Now Open Google Colab
• Click on "File" -> "Open Notebook" and select the Notebook "SD2_Showcase.ipynb".

Note: Make sure to use a GPU (this is for free in colab).

• Select "Runtime" in the colab menu and then select "Change runtime type".
• In the popup window select as "Hardware Accelerator" -> "GPU" and hit save.

NOTE: Make sure to prepare your images in advance as Colab GPU only is available for about 3 hours and we don't want to waste precious GPU compute time.

• Select about 10-15 images where only yourself is visible and Crop them to 512x512 using e.g. a tool such as this