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Documentation Index

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Task: Visual Regression License: BSD 3-Clause Clear

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Description

This dataset has been generated by Edge Impulse teams and contains images of vial tubes filled at different levels with a green liquid. The images in the training set have been captured using 5 different backgrounds. The images in the testing set have been captured using 9 different backgrounds. The background information is available in the metadata of the data samples.

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Compatible Blocks

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

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Dataset Details

  • Total Data Items: 747
  • Labeling Method: single label
  • Train/Test Split: 66.67% / 33.33%
Training SetTesting Set
Total Data Items498249
Labels-1, 0, 0.5, 0.75, 1, 1.25, 1.5, 2-1, 0, 0.4, 0.5, 0.7, 0.75, 1, 1.2, 1.25, 1.5, 2

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Usage

The fastest way to get started is to clone the public project directly into your Edge Impulse account. This gives you immediate access to the full dataset, a pre-configured impulse, and a trained model — ready to explore or retrain.

Clone project in Edge Impulse Studio

Click Clone in the top-right corner of the project page and follow the instructions. A free Edge Impulse account is required.

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Download and import

To import the raw dataset into an existing project, download it below. A free Edge Impulse account is required to train models. This dataset uses the Edge Impulse Exporter Format (info.labels). See Edge Impulse labels for more info. Available import methods:

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Citation

If you use this dataset in your research paper, please cite it using the following BibTeX: 
@misc{edgeimpulse_dataset_571331,
    title = {Visual Regression - Vial tubes},
    author = {Edge Impulse},
    year = {2024},
    url = {https://studio.edgeimpulse.com/public/571331/latest},
    note = {BSD 3-Clause Clear}
}