For protecting/preventing AI to mimic everyone's arts
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Updated
Jan 25, 2026 - Python
For protecting/preventing AI to mimic everyone's arts
Free open-source ceramic glaze calculator, UMF analyzer, CTE estimator, recipe manager, and studio tool for potters and ceramic artists.
Desktop app for creating glaze recipes satisfying constraints on oxides and/or ingredients
Art Asset Protection System - Multi-layer AI protection and copyright protection for digital artworks
Ceramic glaze colour & surface prediction — with the measured information limit. R²=0.35, two improvement hypotheses tested and rejected. Live demo + full paper.
The public archive of first version of Hope Art Defensive
A system for ceramic glaze prediction, utilizing a KNN model and CIELAB color space, this Streamlit web app converts target color coordinates into precise chemical formulas with 90% accuracy. A full-stack Data Science solution that optimizes industrial formulation by bridging machine learning with a user-friendly interface.
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