RESOURCES HUB

Insights & Benchmarks

Exploring the intersection of privacy, local AI, and high-performance engineering.

BENCHMARK

Vision LLM Multi-Size Analysis

Performance study measuring how image resolution (256px, 512px, 1024px) affects vision model accuracy, speed, and token usage across 8 popular models.

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GUIDE

Local LLM Strategy Guide

Infrastructure strategy for running image metadata extraction and semantic embeddings on consumer-grade hardware.

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MIGRATION GUIDE

Cloud to Local Migration

Detailed workflow for moving your photo history from Google Photos and Apple iCloud to Aegis Photo Voyager.

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DEEP DIVE

LLM Processing Deep Dive

Inside the AI analysis: How Vision LLMs and Vector Embeddings transform your photo discovery experience.

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AUDIO BLOG

Embracing Digital Sovereignty

Listen to our audio deep dive on the growing movement to keep your digital footprint under your exclusive authority.

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