Neural Style Transfer
Our engine learns an artist’s stroke grammar — rhythm, pressure, direction, and glazing habit — then applies it to reconstruct missing passages so seamlessly that even conservators struggle to find the seam.
AI Reconstruction Tech
A suite of specialized neural networks, each trained on centuries of classical artwork and conservation practice, working in concert to reconstruct what time has taken.
Every Starlight Point model is trained on curated datasets of classical paintings, archival photography, and conservation case studies spanning four centuries. The result is an engine that doesn’t just repair images — it understands the intent, materials, and techniques behind them.
Like the swirling skies of a certain post-impressionist master, our networks see structure in chaos: they find the logic of a brushstroke, the weave of a canvas, and the chemistry of a fading print — then rebuild each with reverence.
See It On Your Artwork
Core Technologies
Our engine learns an artist’s stroke grammar — rhythm, pressure, direction, and glazing habit — then applies it to reconstruct missing passages so seamlessly that even conservators struggle to find the seam.
Impasto peaks, canvas weave, and aged craquelure are rebuilt in three dimensions of detail, so restored regions carry the same physical character as the untouched original surface.
Damage-mapping networks detect cracks, creases, tears, and fold lines at sub-pixel level, then intelligently weave the underlying image back together using evidence from surrounding intact regions.
The original scan is never modified. Every intervention lives on its own reversible layer with a full audit trail — your heirloom’s digital twin stays pristine, exactly as ethics of conservation demand.
Detail-hallucination-free super-resolution grows small scans and low-quality prints up to 8× their size, resolving genuine brushstroke and grain detail for gallery-grade printing.
Color models trained on dated archives infer historically correct hues for clothing, interiors, and landscapes — turning monochrome memories into living, breathing color.
The Pipeline
High-fidelity scan intake, damage mapping, and a full condition report generated in minutes.
The master-painter engine rebuilds lost detail, texture, and color layer by layer.
Senior digital conservators audit every intervention against the original at 100% zoom.
Reversible master files, print-ready exports, and a permanent restoration record handed to you.