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update: readme

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- <img src="https://github.com/ClaytonSdS/VisionGauge/blob/main/steps/utm_dataset_detection_logo.png?raw=true" width="900"/>
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  # **Dataset Description**
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- 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).
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  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**.
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  The dataset includes **8889 images**, and all annotations were performed using the RoboFlow Annotate Tool.
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- ![dataset sample](https://github.com/ClaytonSdS/VisionGauge_Files/blob/main/steps/utm_object_detection.jpg?raw=true)
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  # **Dataset Split**
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+ <img src="https://raw.githubusercontent.com/ClaytonSdS/VisionGauge_Files/refs/heads/main/steps/utm_dataset_detection_logo.png" width="900"/>
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  # **Dataset Description**
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+ 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](https://universe.roboflow.com/visiongauge/utm_dataset-ooorv) and [Hugging Face](https://huggingface.co/datasets/claytonsds/UTM_Dataset).
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  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**.
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  The dataset includes **8889 images**, and all annotations were performed using the RoboFlow Annotate Tool.
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+ ![dataset sample](https://raw.githubusercontent.com/ClaytonSdS/VisionGauge_Files/refs/heads/main/steps/utm_dataset_detection_logo.png)
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  # **Dataset Split**
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