AI Jewelry Photography:
The Accuracy Problem

How FormaNova measures and guarantees product fidelity for jewelry photography — and why standard AI image tools fail at the structural complexity of cut gemstones, prong settings, and pavé surfaces.

• Why latent diffusion models lose facet edges and prong geometry
• How SSIM is used to quantify jewelry fidelity
• Benchmark comparisons: FormaNova vs. general-purpose AI tools
• Technical architecture of FormaNova's jewelry-preserving pipeline

Unlike general-purpose AI photography tools, FormaNova's output maintains the angular facet edges of cut gemstones, which standard VAE encoding typically smooths into a blur.