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metadata
title: README
emoji: ⚡
colorFrom: yellow
colorTo: green
sdk: static
pinned: false

Easily load and transform datasets for object detection.


Documentation: https://blinjrm.github.io/detection-datasets/

Source Code: https://github.com/blinjrm/detection-datasets

Datasets on Hugging Face Hub: https://huggingface.co/detection-datasets


detection_datasets aims to make it easier to work with detection datasets.

This library works alongside the Detection dataset organisation on the 🤗 Hub, where some detection datasets have been uploaded in the format expected by the library, and are ready to use.

The main features are:

  • Read the dataset :
    • From disk if it has already been downloaded.
    • Directly from the Hugging Face Hub if it already exist.
  • Transform the dataset:
    • Select a subset of data.
    • Remap categories.
    • Create new train-val-test splits.
  • Visualize the annotations and images.
  • Write the dataset:
    • To disk, selecting the target detection format: COCO, YOLO and more to come.
    • To the Hugging Face Hub for easy reuse in a different environment and share with the community.


Read the quick start, or directly jump to the tutorials:

Goal Tutorial Colab
Load from disk and upload to the Hub Open in the docs Open In Colab
Load from the Hub and transform Open in the docs Open In Colab