Builds custom FiftyOne operators and interactive panels to extend computer vision data workflows.
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.
Key Features
01Supports advanced features like dynamic inputs and delegated background execution
02Generates Python-based operators for backend data processing and computation
03Creates interactive UI panels using either Python or React/TypeScript
043 GitHub stars
05Provides built-in testing workflows for local plugin installation and verification
06Automates the creation of plugin manifests (fiftyone.yml) and file structures
Use Cases
01Integrating external ML APIs and services directly into the FiftyOne App interface
02Building custom data augmentation or curation operators for computer vision datasets
03Creating interactive dashboards for model performance analysis and visualization
