UFOMaker is a tool for generating all types of UFOs and spaceships. It was trained on an in-house developed dataset of 360 designs with interesting concept features (this is my most time-consuming model project yet). The dataset was partially created as Blender ControlNet inputs for AI generation or hand retouched from generated sketches:

The model either fixes the original input or makes it more interesting.

Use Hires. fix (4x_RealisticRescaler, 4x-Ultrasharp upscalers with denoising strength around 0.3-0.6) for best details in txt2img!

Experiment with weights around 0.1-1 (see above image, the lower values will modify the design, higher will create more asset type picture) , CLIP SKIP 1-2 . The model works with ufo and spaceship tokens (try to use a combination ufo|spaceship, ufo:spaceship:ufo, and so on). It will also style a combined vehicle.

LyCORIS/LoHA experiment trained 512x512, NR 64 + NA 32 dimensions. I am not aiming for technical realism with this series, the models are more focused on design ideas. If you want to learn more about AI-augmented design and algorithmic art, check my web pages.

For my notes on training, research, and use of stable diffusion models, check https://sandner.art/articles/ai/

If you can afford it, support my work by buying me a coffee to keep those costly render cores go and to keep creative flow of this content: https://ko-fi.com/airesearch

If you can not, review an rate the model to help others to find it.

Plans for further development

• Train for higher res with updated dataset

• Actions and technical details training (for next versions)

• Optimize the training

• Optimize the dataset

• Create more focused Light version

Have fun rendering!