Alfie

This repository contains the reference code and dataset for the paper Alfie: Democratising RGBA Image Generation With No $$$. If you find it useful, please cite it as:

@inproceedings{quattrini2024alfie,
  title={{Alfie: Democratising RGBA Image Generation With No $$$}},
  author={Quattrini, Fabio and Pippi, Vittorio and Cascianelli, Silvia and Cucchiara, Rita},
  booktitle{Proceedings of the European Conference on Computer Vision Workshops},
  year={2024},
  organization={Springer}
}

Setup

conda create --name alfie python==3.11.7
conda activate alfie
conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch -c nvidia -y
pip install -r requirements.txt

Example usage:

python generate_prompt.py --setting centering-rgba-alfie --fg_prompt 'A photo of a cat with a hat'
python generate_prompt.py --setting centering-rgba-alfie --fg_prompt 'A large, colorful tree made of money, with lots of yellow and white coins hanging from its branches'

Code inspired by DAAM and DAAMI2I