fiftyone-zoo-remote-model

Installation
SKILL.md

FiftyOne Remote Model Zoo — Integration Guide

When to use

Triggers: new remote zoo source; debugging an existing one; registration "succeeds" but model not loadable; ModuleNotFoundError from DataLoader workers; custom fom.Model / TorchModelMixin; VLM/structured-output integrations.

Not this skill: plugins, operators, panels, brain methods. Route via Phase 0.

Phase 0 — Confirm the integration surface

User wants to… Surface Skill
Apply a model (dataset.apply_model) Remote zoo model this skill
UI panels, buttons, side-effects Plugin / operator fiftyone-develop-plugin
Embeddings, similarity, uniqueness Brain method brain docs

Required output: one-line confirmation. Example: "Zoo model integration because user wants dataset.apply_model(model) to write predictions." If you cannot write that line, stop.

Phase 1 — Scaffold

Installs
10
GitHub Stars
39
First Seen
Jun 2, 2026
fiftyone-zoo-remote-model — voxel51/fiftyone-skills