Caricature portraits diffusion model
Stable Diffusion v1.5 fine tuned on the 2D Caricature Dataset from 3D-CariGAN cropped to 512x512 and blip captioned
If you want more details on how to generate your own blip cpationed dataset see this colab
Training was done using this Hugging-Face's text to image training script
About
Put in a text prompt and generate caricatures
AUTOMATIC1111 webui checkpoint
The main folder contains a .safetensors file to be put in stable-diffusion-webui "stable-diffusion-webui/models/Stable-diffusion" folder and used to generate images
Dataset and Training
Finetuned for 10,000 iterations upon runwayml/stable-diffusion-v1-5 on BLIP captioned portraits portraits using 1xA5000 GPU on my home desktop computer
Trained by @Norod78
The original Caricature dataset citation credits
@article{ye2021caricature,
author = {Ye, Zipeng and Xia, Mengfei and Sun, Yanan and Yi, Ran and Yu, Minjing and Zhang, Juyong and Lai, Yu-Kun and Liu, Yong-Jin},
title = {3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Normal Face Photos},
journal = {IEEE Transactions on Visualization and Computer Graphics},
year = {2021},
doi={10.1109/TVCG.2021.3126659},
}
