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