| --- |
| 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://raw.githubusercontent.com/ClaytonSdS/VisionGauge_Files/refs/heads/main/steps/utm_dataset_detection_logo.png" width="900"/> |
|
|
| # **Dataset Description** |
| This dataset was created to support Article: [*VisionGauge: a computer vision model to detect and read U-tube manometers*](https://doi.org/10.23900/artefactum.v25i5.3462) and is available on [Roboflow](http://universe.roboflow.com/visiongauge/utm_dataset_detection) and [Hugging Face](https://huggingface.co/datasets/claytonsds/UTM_Detection_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} |
| } |
| ``` |
