fiftyone-dataset-import

What problem does it solve?

This Skill automates importing diverse datasets into FiftyOne with automatic format detection, removing the manual guesswork and setup typically required to prepare data for FiftyOne.

Core Features & Use Cases

• Auto-detects media types (images, videos, point clouds) and label formats (COCO, YOLO, VOC, KITTI) from local folders or Hugging Face Hub datasets.
• Supports multimodal grouped datasets and scene-based structures for streamlined ingestion of complex data.
• Provides guided import flows using FiftyOne's APIs, with prompts for user confirmation before creating datasets.
• Includes practical examples for common workflows, such as importing a COCO dataset or loading a HF Hub dataset with preserved structure.

Quick Start

Scan a local directory or Hugging Face Hub repository and import the dataset into FiftyOne. Example: Import a dataset located at /path/to/dataset into FiftyOne.