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fiftyone-dataset-import

Automate heterogeneous dataset imports into FiftyOne with automatic format detection.

Updated Apr 12, 2026
Search Tags:#multimodal#auto-detect#data-processing#huggingface#fiftyone#driving#dataset-import
One-click install
npx skills add https://github.com/datamonsterr/mycoai_projects --skill fiftyone-dataset-import-datamonsterr
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fiftyone-dataset-import
Source: https://github.com/datamonsterr/mycoai_projects/tree/main/.agents/skills/fiftyone-dataset-import
Command: npx skills add https://github.com/datamonsterr/mycoai_projects --skill fiftyone-dataset-import-datamonsterr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Imports diverse datasets into FiftyOne with automatic format detection, enabling seamless ingestion of images, videos, point clouds, and multimodal groupings from local files or Hugging Face Hub, while supporting common label formats like COCO, YOLO, VOC, and KITTI.

Core Features & Use Cases

  • Automatic format and media-type detection to simplify dataset imports.
  • Support for multimodal grouped datasets (scene-based groups with multiple slices and modalities).
  • Hugging Face Hub integration for scalable dataset retrieval and import.
  • Safe, guided workflows with user confirmation before importing and robust error handling.
  • Use cases: importing autonomous-driving datasets with grouped sensor streams or local datasets in COCO/YOLO/VOC formats.

Quick Start

Start by scanning your dataset folder, confirm detected formats, and proceed to import the data into FiftyOne.

Frequently Asked Questions about fiftyone-dataset-import

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I import a Hugging Face dataset into FiftyOne?▼

You can import a Hugging Face dataset into FiftyOne by triggering automated retrieval and ingestion, which includes automatic media-type detection and fallbacks for Hugging Face Hub rate limits.

What label formats does FiftyOne auto-detect when importing datasets?▼

When importing datasets, FiftyOne auto-detects COCO, YOLO, VOC, and KITTI label formats to streamline the ingestion of images, videos, point clouds, and multimodal groupings.

Can I import autonomous driving datasets with multimodal sensor streams into FiftyOne?▼

Yes, you can import autonomous driving datasets with multimodal sensor streams. The Skill supports scene-based grouped datasets containing multiple slices and diverse modalities like images and point clouds.

Do I need to manually specify the dataset format before importing to FiftyOne?▼

No, you do not need to manually specify the dataset format. The Skill performs pre-import scanning to automatically detect media types and formats, requesting user confirmation before proceeding with the import.

What happens if FiftyOne cannot recognize the format of my local dataset?▼

If FiftyOne cannot recognize the format of your local dataset during pre-import scanning, the Skill provides robust error handling and specific fallbacks for unknown formats to guide the import safely.

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