Thermostatic valves

Task: Visual Anomaly Detection

License: BSD 3-Clause Clear

Dataset Screenshot

Description

This dataset has been collected by Edge Impulse teams and contains a single thermostatic valves, centered in the frame, with a similar size and a uniform background.

The training dataset only contains "nominal" (no anomaly) images whereas the testing dataset contains both nominal and anomalous images.

Compatible Blocks

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Dataset Details

  • Total Data Items: 195

  • Labeling Method: single label

  • Train/Test Split: 62.05% / 37.95%

Training Set

Testing Set

Total Data Items

121

74

Labels

no anomaly

anomaly, no anomaly

Usage

Citation

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

@misc{edgeimpulse_dataset_497420,
    title = {Visual Anomaly Detection - Thermostatic valves},
    author = {Edge Impulse},
    year = {2024},
    url = {https://studio.edgeimpulse.com/public/497420/latest},
    note = {Apache 2.0}
}

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