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Vestorion

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Demo video · drive.google.com/…

LuminaStage is an end-to-end, brand-safe AI product staging and multi-channel ad studio designed for millions of SMBs and social commerce sellers. THE PROBLEM: Small businesses struggle to produce high-converting studio photography due to expensive production costs. However, standard generative AI tools frequently hallucinate, warp, or melt product labels, fine typography, and packaging geometry during background generation and relighting, making the outputs unusable for real commercial catalogs. THE SOLUTION: LuminaStage solves the AI label distortion problem through a physics-aware, 5-layer WebGL and HTML5 Canvas compositing pipeline powered by Meta AI: 1. Hierarchical Dual-Layer Pixel Locking (SAM 3.1): Separates the full product silhouette (Layer 1) from the immutable brand typography and label zone (Layer 2). This allows natural ambient light-wrapping along the outer edges of a bottle, can, or box while mathematically guaranteeing 100% original pixel fidelity on the brand label. 2. Autonomous Art Direction & Spatial Lighting (Muse Spark): Analyzes raw smartphone product photos to detect packaging materials and extract the original 3D lighting vector (azimuth and elevation angles), automatically generating lighting-aligned studio prompts and conversion-ready ad copy. 3. Physics-Matched Studio Staging (Muse Image / Glimmer): Generates photorealistic studio scenes that match the product's native lighting direction, paired with a real-time interactive WebGL directional shadow rig and a Before/After Brand-Safety Loupe Inspector. 4. Simultaneous Multi-Ratio Ad Kit Export (Muse Code): Renders and exports ready-to-publish commercial assets across 1:1 (Marketplace Catalog), 9:16 (Reels and TikTok Stories), and 4:5 (Social Feed) ratios in a single click, complete with smart typography safe-zones.

Team