README.md

metadata

title: Stable Diffusion
emoji: ⚡
colorFrom: gray
colorTo: yellow
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit

Submission for Session 20

• File Structure
• Problem Statement
• Inference and Github
• Examples
• References

Contributers

Anant Gupta

Deepanshu Dashora

File Structure

• main_inference.py -> Contains inference code for generating the images with color dominance, noise and mixed prompts

• style_guidence.py -> For Generating images with style text inversion

• app.py -> Gradio app

Problem Statement

Perform Experiments with Stable Diffusion and make a hugging face hosted app

Inference and Github

For running the github repo here

Examples

Prompt = A book writer thinking about his love life and writing poems

Without color dominance

brittney_williams style

Mixed prompts

prompt1 = A book writer thinking about his love life and writing poems

prompt2 = heavy rain and huge clouds with smoke in the background

References

Fast-ai stable diffusion deep dive contains color loss and style text inversion

Reference Colab Notebook