
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
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Train for higher res with updated dataset
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Actions and technical details training (for next versions)
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Optimize the training
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Optimize the dataset
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Create more focused Light version
Have fun rendering!
描述:
dataset preparation 1 week, training 10 epochs 11h, 7 epochs cca 7h, 25120steps, LoHA Lycoris grouped, no tag, 512x512/4
训练词语: ufo,spaceship
名称: UFOMaker.safetensors
大小 (KB): 202411
类型: Model
Pickle 扫描结果: Success
Pickle 扫描信息: No Pickle imports
病毒扫描结果: Success