Dataset Screenshot
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. Thebackground information is available in the metadata of the data samples.
Compatible Blocks
- Feature extraction: Image
- Learning block: Regression
Dataset Details
- Total Data Items: 747
- Labeling Method: single label
- Train/Test Split: 66.67% / 33.33%
| Training Set | Testing Set | |
|---|---|---|
| Total Data Items | 498 | 249 |
| 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 |
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.
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**Download and import **
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: