Beautiful Custom Text to Image Models

These are LoRA adapter models that can be added to Stable Diffusion models to produce better quality images around a certain theme like beautiful scenery, amazing architecture, etc. While the stock Stable Diffusion model can produce these subjects given the right text prompt, these LoRAs vastly improve the quality of images (of a particular theme depending on the model) because they were trained images scrapped from various image Subreddits and filtered for only the the highest quality ones.

Skills Used

 

  • Python
  • Jupyter
  • Reddit API (for scraping the images from Reddit)
  • Computer Vision and Image Analysis
  • Stable Diffusion
  • Text to Image LoRA fine tuning

 

Resources Used

 

  • Google Colab
  • Kohya Trainer (for training LoRAs)
  • Reddit (for finding the images)
  • Civitai (for hosting the models)

 

Completion Date

 

 

Ongoing project