https://github.com/arjuntheprogrammer/mistoline
https://github.com/arjuntheprogrammer/mistoline
Last synced: 8 months ago
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- Host: GitHub
- URL: https://github.com/arjuntheprogrammer/mistoline
- Owner: arjuntheprogrammer
- Created: 2024-06-28T11:18:49.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-06-28T11:36:45.000Z (almost 2 years ago)
- Last Synced: 2025-06-03T00:03:49.543Z (10 months ago)
- Language: Python
- Size: 1.95 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# MISTOLINE
MistoLine is a versatile and robust SDXL-ControlNet model developed by TheMistoAI that can adapt to any type of line art input, demonstrating high accuracy and excellent stability
- It can generate high-quality images (with a short side greater than 1024px) based on user-provided line art of various types, including hand-drawn sketches, different ControlNet line preprocessors, and model-generated outlines.
## KEY FEATURES
- Employing a novel line preprocessing algorithm called Anyline, which accurately extracts object edges, image details, and textual content from most images
- Retraining the ControlNet model based on the Unet of stabilityai/stable-diffusion-xl-base-1.0, along with innovations in large model training engineering
- Showcasing superior performance across different types of line art inputs, surpassing existing ControlNet models in terms of detail restoration, prompt alignment, and stability, particularly in more complex scenarios
- Eliminating the need to select different ControlNet models for different line preprocessors, as it exhibits strong generalization capabilities across diverse line art conditions
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## YT Recording
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## REFERENCES
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