voxel51
@voxel51 Organization
Public Skills
fiftyone-develop-plugin
by voxel51
Develops custom FiftyOne plugins (operators and panels) from scratch. Use when creating plugins, extending FiftyOne with custom operators, building interactive panels, or integrating external APIs.
fiftyone-dataset-inference
by voxel51
Run ML model inference (YOLO, YOLOv8, CLIP, SAM, Detectron2, etc.) on FiftyOne datasets. Use when running models, applying detection, classification, segmentation, embeddings, or any model prediction task. Also use for end-to-end workflows that include importing data then running inference.
fiftyone-embeddings-visualization
by voxel51
Visualizes datasets in 2D using embeddings with UMAP or t-SNE dimensionality reduction. Use when exploring dataset structure, finding clusters, identifying outliers, or understanding data distribution.
fiftyone-voodo-design
by voxel51
Build FiftyOne UIs using VOODO (Voxel Official Design Ontology), the official React component library. Use when building plugin panels, creating interactive UIs, or styling FiftyOne applications. Fetches current documentation dynamically from llms.txt.
fiftyone-model-evaluation
by voxel51
Evaluate model predictions against ground truth using COCO, Open Images, or custom protocols. Use when computing mAP, precision, recall, confusion matrices, or analyzing TP/FP/FN examples for detection, classification, segmentation, or regression tasks.
fiftyone-code-style
by voxel51
Writes Python code following FiftyOne's official conventions. Use when contributing to FiftyOne, developing plugins, or writing code that integrates with FiftyOne's codebase.