fiftyone-dataset-importlisted

# Universal Dataset Import for FiftyOne ## Overview Import any dataset into FiftyOne regardless of media type, label format, or folder structure. Automatically detects and handles: - **All media types**: images, videos, point clouds, 3D scenes - **All label formats**: COCO, YOLO, VOC, CVAT, KITTI, OpenLABEL, and more - **Multimodal groups**: Multiple cameras + LiDAR per scene (autonomous driving, robotics) - **Complex folder structures**: Nested directories, scene-based organization **Use this skill when:** - Importing datasets from any source or format - Working with autonomous driving data (multiple cameras, LiDAR, radar) - Loading multimodal data that needs grouping - The user doesn't know or specify the exact format - Importing point clouds, 3D scenes, or mixed media types ## Prerequisites - FiftyOne MCP server installed and running - `@voxel51/io` plugin for importing data - `@voxel51/utils` plugin for dataset management ## Key Directives **ALWAYS follow these rules:** ### 1. Scan folder FIRST Before any import, deeply scan the directory to understand its structure: ```bash # Use bash to explore find /path/to/data -type f | head -50 ls -la /path/to/data ``` ### 2. Auto-detect everything Detect media types, label formats, and grouping patterns automatically. Never ask the user to specify format if it can be inferred. ### 3. Detect multimodal groups Look for patterns that indicate grouped data: - Scene folders containing multiple media files - Filename patterns