Vision catalogue · Verified local path

Moondream 2 local guide

Small vision-language model designed for local image understanding and edge deployment.

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What it does

Visual Question AnsweringImage CaptioningObject Detection

Designed as a compact local vision model. Four GB accelerator memory or eight GB system memory is a conservative entry tier.

Hardware figures are practical entry floors, not performance guarantees. Resolution, duration, precision, offloading and runtime versions can materially change memory use.

Strengths

  • Small and fast
  • Edge-friendly
  • Simple local API

Limits to know

  • Lower ceiling than large VLMs