Update README.md

README.md

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 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
+│       └── ...
+├── validation/
+│   ├── 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/7558},
+	url       = {http://universe.roboflow.com/visiongauge/utm_dataset_detection/dataset/12}
+}
+```