How do I test the plugins I create using this skill?

The skill provides specific commands to locate your local plugins directory, install the generated plugin, and verify its detection within the FiftyOne App.

Does it support both Python and JavaScript development?

Yes, it can generate Python for backend operators and simple panels, as well as React/TypeScript for rich, high-performance UI components.

Is it compatible with long-running background tasks?

Yes, it supports configuring operators for delegated execution, allowing heavy computer vision tasks to run in the background without freezing the UI.

What can I build with the FiftyOne Plugin Developer skill?

You can create custom operators for data manipulation, automated processing, and interactive panels for complex data visualization within the FiftyOne ecosystem.

Can I integrate external APIs into my FiftyOne plugins?

Absolutely. The workflow includes steps for defining secrets and environment variables to securely integrate third-party APIs and external services.

FiftyOne Plugin Developer

Name: FiftyOne Plugin Developer
Author: voxel51

byvoxel51

•

データサイエンスとML

Builds custom FiftyOne operators and interactive panels to extend computer vision data workflows.

概要

This skill empowers developers to create sophisticated extensions for FiftyOne, the leading open-source tool for building high-quality datasets and computer vision models. It guides users through the entire lifecycle of plugin development—from initial requirement gathering and architectural planning to generating Python operators, React-based panels, and manifest files. Whether you are automating data processing tasks or building custom interactive dashboards, this skill ensures your plugins follow Voxel51 best practices for seamless integration and performance.

主な機能

Supports advanced features like dynamic inputs and delegated background execution
Generates Python-based operators for backend data processing and computation
Creates interactive UI panels using either Python or React/TypeScript
3 GitHub stars
Provides built-in testing workflows for local plugin installation and verification
Automates the creation of plugin manifests (fiftyone.yml) and file structures

ユースケース

Integrating external ML APIs and services directly into the FiftyOne App interface
Building custom data augmentation or curation operators for computer vision datasets
Creating interactive dashboards for model performance analysis and visualization

概要

主な機能

Supports advanced features like dynamic inputs and delegated background execution
Generates Python-based operators for backend data processing and computation
Creates interactive UI panels using either Python or React/TypeScript
3 GitHub stars
Provides built-in testing workflows for local plugin installation and verification
Automates the creation of plugin manifests (fiftyone.yml) and file structures

ユースケース

Integrating external ML APIs and services directly into the FiftyOne App interface
Building custom data augmentation or curation operators for computer vision datasets
Creating interactive dashboards for model performance analysis and visualization