|
--- |
|
language: |
|
- en |
|
tags: |
|
- stable-diffusion |
|
- stable-diffusion-diffusers |
|
- text-to-image |
|
license: creativeml-openrail-m |
|
|
|
--- |
|
# Starsector Portraits |
|
|
|
This is a fine-tuned Stable Diffusion model trained on images from the videogame Starsector |
|
|
|
Use the token **starsectorportrait** in your prompts for the effect. |
|
|
|
# Example prompts & tips |
|
"a starsectorportrait of a person wearing a green balaclava and armored spacesuit" |
|
|
|
"a starsectorportrait of an older man wearing a fancy suit with a purple cape" |
|
|
|
Even with the training I found it was still useful to include some other phrases and tokens that can be helpful to more accurately match the base art style: |
|
|
|
**sabattier effect** to get a more accurate lighting effect |
|
|
|
**brush strokes** to achieve the more painterly feel of the portraits |
|
|
|
**conte** if brush strokes is not doing enough or adding colorful artifacts to images this is another option |
|
|
|
# Sample images from the model: |
|
![output Samples](https://huggingface.co/Severian-Void/Starsector-Portraits/resolve/main/images/patherflightschool.png) |
|
![output Samples](https://huggingface.co/Severian-Void/Starsector-Portraits/resolve/main/images/RandomPortraits.png) |
|
|
|
# File Versions and Comparison Details |
|
All version are trained using a hand labeled image set of 556 images with black/white backgrounds as well as flipped version of the same images |
|
|
|
Any checkpoint version with pploss in the name were trained with prior preservation loss enabled and a regularization set of 8000 portrait images comprised of photos/paintings/digitalart of humans in modern day attire. |
|
|
|
CFG and SAMPLE STEP comparisons between rc_v1 model files (prompt: "a starsectorportrait of a person" sampler: euler_a) |
|
![output Samples](https://huggingface.co/Severian-Void/Starsector-Portraits/resolve/main/images/rc_v1_step_compare.png) |
|
![output Samples](https://huggingface.co/Severian-Void/Starsector-Portraits/resolve/main/images/rc_v1_cfg_compare.png) |
|
Adaptability comparisons between rc_v1 model files (prompt: "a starsectorportrait of an alien cat" sampler: euler_a) |
|
![output Samples](https://huggingface.co/Severian-Void/Starsector-Portraits/resolve/main/images/rc_v1_adaptability.png) |