Dokumentation

AI Smart Tags

Automatic model categorization using the built-in CLIP model.

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AI Smart Tags

MeshSeen includes a built-in CLIP model that automatically analyzes your 3D models and assigns meaningful category tags.

How It Works

  1. When a model is indexed, MeshSeen renders a preview image.
  2. The CLIP model processes the image and identifies object categories.
  3. Tags are assigned with confidence scores and stored in the index.

Categories

Over 50 categories are supported out of the box, including:

  • Figurines & characters
  • Tools & hardware
  • Architecture & buildings
  • Mechanical parts & gears
  • Vehicles & transportation
  • Nature & organic shapes
  • Containers & storage
  • Electronics & gadgets

Privacy

The CLIP model runs entirely on your local machine. No images or data are ever sent to external servers. Your model library remains completely private.

Custom Training

Power users can fine-tune the tag model with their own categories for specialized collections.