# Fiftyone Zoo Remote Model

> Use when integrating a model into FiftyOne's remote model zoo — detection, classification, segmentation, embedding, keypoint, or vision-language (VLM) models loaded via registerzoomodelsource and loadzoomodel, then applied with dataset.applymodel. Also for debugging zoo registration, manifest.json issues, custom fom.Model / TorchModelMixin subclasses, DataLoader pickle errors, or worker ModuleNotFoundError from spawned DataLoader workers.

## Facts
- Page: https://tashan.sh/capability/skill-voxel51-fiftyone-zoo-remote-model
- tashan id: skill:voxel51/fiftyone-zoo-remote-model
- Source: https://github.com/voxel51/fiftyone-skills
- Type: skill
- Category: ai
- tashan score: not scored (catalogued only — too little public evidence)
- Adoption: 9.0
- Upkeep: 96.0
- Freshness: 92.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: Apache-2.0
- Official: no

## Install

```sh
cp -r fiftyone-zoo-remote-model ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-08-14 by tashan (https://tashan.sh) from public evidence. Scorer s5.