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  1. Image
  2. Object Detection

Self Attention - Cubes on conveyor belt

PreviousDice colorsNextVisual Anomaly Detection

Last updated 2 months ago

Task: Object Detection

License:

Description

Compatible Blocks

Dataset Details

  • Total Data Items: 85

  • Labeling Method: object detection

  • Train/Test Split: 97.65% / 2.35%

Training Set

Testing Set

Total Data Items

83

2

Labels

left, right

left, right

Usage

  • Download

    • HuggingFace - Soon

    • Kaggle - Soon

  • Import this dataset to your Edge Impulse project

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 = {Apache 2.0}
}

This dataset, collected by Edge Impulse team, is a variant of the . It has been used to perform spatial aware object detection using a micro transformer.

Have a look at this blog post for more information:

Feature extraction:

Learning block: (modified in Expert mode)

Not sure what to choose? Try out this dataset with the .

Clone the

To clone and use this project, visit the , click on the Clone button on the top-right corner and follow the cloning instructions.

This project uses the Edge Impulse Exporter Format (info.labels). See this for more info.

Edge Impulse also supports different and that you can import into your project to build your edge AI models:

Cubes on Conveyor Belt dataset
FOMO Self-Attention
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