Coffee machine stages (vibration)

A vibration time-series dataset of coffee machine operation stages for training motion and vibration classification models.

Task: Motion and Vibration Classification

License: BSD 3-Clause Clear

Dataset Screenshot

Description

Dataset Details

• Total Data Items: 11

• Labeling Method: single label

• Train/Test Split: 72.73% / 27.27%

	Training Set	Testing Set
Total Data Items	8	3
Labels	extract, grind, idle, pump	extract, grind, idle, pump

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.

• Clone the public project

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

• Download and import

  • Download link

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

  Edge Impulse also supports different data acquisition formats and dataset annotation formats that you can import into your project to build your edge AI models:

  • Studio uploader
  • CLI uploader
  • CSV Wizard
  • Python SDK
  • Ingestion API
  • Import from S3 buckets
  • Upload portals

Citation

If you use this dataset in your research paper, please cite it using the following BibTeX:

@misc{edgeimpulse_dataset_497429,
    title = {Vibration Classification - Coffee machine stages},
    author = {Edge Impulse},
    year = {2024},
    url = {https://studio.edgeimpulse.com/public/497429/latest},
    note = {BSD 3-Clause Clear}
}