Datasets:
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---
license: apache-2.0
task_categories:
- image-segmentation
tags:
- object-detection
- u-tube-manometer
- gauge-reader
- water-column
language:
- pt
- en
pretty_name: U-Tube Manometer Detection Dataset 2025-2026
size_categories:
- 1K<n<10K
---
<img src="https://github.com/ClaytonSdS/VisionGauge/blob/main/steps/utm_dataset_detection_logo.png?raw=true" width="900"/>
# **Dataset Description**
This dataset was created to support Article X and is available on [Roboflow](https://universe.roboflow.com/visiongauge/utm_dataset-ooorv) and [Hugging Face](https://huggingface.co/datasets/claytonsds/UTM_Dataset).
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**
```bibtex
@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}
}
``` |