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Task: Object Detection License: BSD 3-Clause Clear

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Description

This dataset, collected by Edge Impulse team, is a variant of the Cubes on conveyor belt (colors) dataset. It has been used to perform spatial aware object detection using a micro transformer. Have a look at this blog post for more information: FOMO Self-Attention

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Compatible Blocks

  • Feature extraction: Image
  • Learning block: FOMO (modified in Expert mode)
Not sure what to choose? Try out this dataset with the EON Tuner.

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Dataset Details

  • Total Data Items: 85
  • Labeling Method: object detection
  • Train/Test Split: 97.65% / 2.35%
Training SetTesting Set
Total Data Items832
Labelsleft, rightleft, right

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Usage

The dataset can be added to a project in two ways: cloning the dataset public project or downloading the dataset and importing it into another project.

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Citation

If you use this dataset in your research paper, please cite it using the following BibTeX: 
@misc{edgeimpulse_dataset_497628,
    title = {Object Detection - Self Attention - Cubes on conveyor belt},
    author = {Edge Impulse},
    year = {2024},
    url = {https://studio.edgeimpulse.com/public/497628/latest},
    note = {BSD 3-Clause Clear}
}