Thermostatic valves
Task: Visual Anomaly Detection
License: BSD 3-Clause Clear

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
Feature extraction: Image
Learning block: Visual Anomaly Detection (FOMO-AD)
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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
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
HuggingFace - Soon
Kaggle - Soon
Import this dataset to your Edge Impulse project
This project uses the Edge Impulse Exporter Format (
info.labels
). See this documentation page for more info.Edge Impulse also supports different data sample formats and dataset annotation formats that you can import into your project to build your edge AI models:
Citation
If you use this dataset in your research paper, please cite it using the following BibTeX:
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