Create Dataset and Run Inference

Overview

Create FiftyOne datasets from local directories, import labels in standard formats, and run model inference to generate predictions.

Use this skill when:

• Loading images, videos, or point clouds from a directory
• Importing labeled datasets (COCO, YOLO, VOC, CVAT, etc.)
• Running model inference on media files
• Building end-to-end ML pipelines

Prerequisites

• FiftyOne MCP server installed and running
• @voxel51/io plugin for importing data
• @voxel51/zoo plugin for model inference
• @voxel51/utils plugin for dataset management