Update README.md

README.md

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 ---
 license: cc-by-nc-nd-4.0
+task_categories:
+- image-segmentation
+- object-detection
+language:
+- en
+tags:
+- code
+- finance
+- legal
 ---
+
+# People with Guns Segmentation & Detection Dataset
+The dataset consists of photos depicting **individuals holding guns**. It specifically focuses on the **segmentation** of guns within these images and the **detection** of people holding guns. 
+
+Each image in the dataset presents a different scenario, capturing individuals from various *backgrounds, genders, and age groups in different poses* while holding guns. 
+
+The dataset is an essential resource for the development and evaluation of computer vision models and algorithms in fields related to *firearms recognition, security systems, law enforcement, and safety analysis*.
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F2497edebcdd1b7c4bc5471262bf5bd16%2FFrame%2029.png?generation=1696334547549518&alt=media)
+
+# Get the dataset
+
+### This is just an example of the data
+
+Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=people-with-guns-segmentation-and-detection) to discuss your requirements, learn about the price and buy the dataset.
+
+# Dataset structure
+- **images** - contains of original images with people holding guns
+- **labels** - includes visualized labeling created for the original images
+-  **annotations.xml** -  contains coordinates of the polygons and bounding boxes, created for the original photo
+
+# Data Format
+
+Each image from `images` folder is accompanied by an XML-annotation in the `annotations.xml` file indicating the coordinates of the bounding boxes and polygons. For each point, the x and y coordinates are provided.
+
+### Сlasses:
+- **person**: person, who holds the gun, detected with a bounding box,
+- **gun**: gun, labeled with a polygon
+
+# Example of XML file structure
+
+![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F12421376%2F96bbe14c80f4b494f97136f8ffdbaa44%2Fcarbon.png?generation=1696335385101390&alt=media)
+
+# People with Guns Segmentation & Detection might be made in accordance with your requirements.
+
+## [TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=people-with-guns-segmentation-and-detection) provides high-quality data annotation tailored to your needs
+
+More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**
+
+TrainingData's GitHub: **https://github.com/trainingdata-pro**