EDGIST LabsEDGIST Labs

NailARVR Engineering Blog

Technical deep-dives from the EDGIST Labs engineering team on augmented reality, machine learning, and real-time computer vision.

Architectural diagram comparing sub-50ms latency of zero-copy CVPixelBuffer AR pipelines against traditional memory-heavy rendering methods.

Achieving Sub-50ms Latency in Virtual Nail Try-On with Core ML

A technical breakdown of how EDGIST Labs utilizes Apple's Core ML and AVFoundation to achieve real-time, zero-copy CVPixelBuffer handoffs for NailARVR.

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Data visualization comparing static cosmetic color matching failure rates against 12ms real-time AR illumination modeling.

Stop Guessing Your Nail Polish Color: How Real-Time AR Solves the Skin Tone and Lighting Dilemma

Learn why nail polish looks different in the salon versus outside, and how NailARVR uses AI Color Matching and real-time AR lighting simulation for accurate skin tone visualization.

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Biometric diagram overlay demonstrating the 22 percent perceived digit elongation effect of tapered nail shapes.

Stiletto vs. Almond vs. Coffin: The Ultimate Nail Shape and Anatomy Guide

Discover how different nail shapes impact hand aesthetics and how NailARVR uses millimeter-precision 3D mapping to visualize almond, stiletto, and coffin profiles.

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Infographic breaking down the exact 3D geometric specification parameters exported by NailARVR for salon technicians.

Bridging the Salon Communication Gap: From 2D Photos to 3D Design Specifications

Learn how to eliminate salon anxiety by replacing 2D reference photos with precise 3D design specifications using NailARVR's Salon Export feature.

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System architecture diagram contrasting cloud biometric data vulnerabilities against zero-trust edge-computed sandboxed machine learning frameworks.

Why Your Hands Are Your Data: The Privacy of On-Device ML in Virtual Beauty

Discover how NailARVR combines secure server-side analysis with on-device ML to protect biometric data while preserving real-time AR performance.

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Programmatic flow diagram showing operating system accessibility APIs intercepting and modifying augmented reality scene graphs.

Beyond Aesthetics: Setting the Standard for Inclusive AR Beauty Tech with UIAccessibility

Learn how NailARVR integrates Apple's UIAccessibility, VoiceOver, and String Catalogs to create a universally accessible AR virtual try-on experience.

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Flowchart showing vector-based hand tracking pipeline for virtual nail design try-on and 3D salon export.

How to Try On Nail Designs Virtually: A Step-by-Step Guide

Learn the exact step-by-step process for trying on nail designs virtually using real-time AR, AI color matching, and your smartphone camera.

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