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in Data Studio
Dataset Description
This dataset was created to support Article X and is available on Roboflow and Hugging Face.
It consists of images of U-tube manometers constructed using a transparent PVC water level hose (5/16" × 1 mm) and flexible measuring tapes of different colors, each with a length of 150 cm (60 inches). The manometric fluids represented in the dataset include water, oil, and dyed water, and the dataset is intended for computer vision object detection tasks, specifically targeting the detection of liquid column levels.
The dataset includes 8889 images, and all annotations were performed using the RoboFlow Annotate Tool.
Dataset Split
- Training set: 6253 images (70%)
- Validation set: 1758 images (20%)
- Test set: 878 images (10%)
Data Structure
The dataset follows a standard split structure:
dataset/
├── train/
│ ├── images/
│ │ ├── image5214.jpg
│ │ └── ...
│ └── labels/
│ ├── image5214.txt
│ └── ...
├── valid/
│ ├── images/
│ │ ├── image3710.jpg
│ │ └── ...
│ └── labels/
│ ├── image3710.txt
│ └── ...
└── test/
│ ├── images/
│ │ ├── image18313.jpg
│ │ └── ...
│ └── labels/
│ ├── image18313.txt
│ └── ...
└── data.yaml
- The dataset includes TXT annotations and a YAML configuration file compatible with YOLOv8.
License
This dataset is released under the Apache License 2.0.
Citation
@misc{utm_detection_dataset,
author = {Santos, Clayton Silva},
title = {{UTM} {Detection Dataset}},
year = {2026},
month = {feb},
publisher = {Roboflow},
version = {12},
doi = {10.57967/hf/7783},
url = {http://universe.roboflow.com/visiongauge/utm_dataset_detection/dataset/12}
}
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