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--- |
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license: cc-by-nc-nd-4.0 |
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task_categories: |
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- image-segmentation |
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- object-detection |
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language: |
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- en |
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tags: |
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- code |
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- finance |
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- legal |
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--- |
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# People with Guns Segmentation & Detection Dataset |
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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. |
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Each image in the dataset presents a different scenario, capturing individuals from various *backgrounds, genders, and age groups in different poses* while holding guns. |
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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*. |
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# Get the dataset |
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### This is just an example of the data |
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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. |
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# Dataset structure |
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- **images** - contains of original images with people holding guns |
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- **labels** - includes visualized labeling created for the original images |
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- **annotations.xml** - contains coordinates of the polygons and bounding boxes, created for the original photo |
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# Data Format |
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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. |
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### Сlasses: |
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- **person**: person, who holds the gun, detected with a bounding box, |
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- **gun**: gun, labeled with a polygon |
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# Example of XML file structure |
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# People with Guns Segmentation & Detection might be made in accordance with your requirements. |
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## **[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 |
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More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets** |
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TrainingData's GitHub: **https://github.com/trainingdata-pro** |
