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| license: cc-by-nc-nd-4.0 |
| task_categories: |
| - image-segmentation |
| - image-to-image |
| language: |
| - en |
| tags: |
| - road surface |
| - vehicle segmentation |
| - car segmentation |
| - car images |
| --- |
| # Road Segmentation Dataset |
| This dataset comprises a collection of images captured through **DVRs** (Digital Video Recorders) showcasing roads. Each image is accompanied by segmentation masks demarcating different entities (**road surface, cars, road signs, marking and background**) within the scene. |
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| # 💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on **[our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=roads-segmentation-dataset)** to buy the dataset |
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| The dataset can be utilized for enhancing computer vision algorithms involved in road surveillance, navigation, and intelligent transportation systemsand and in autonomous driving systems. |
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| # Dataset structure |
| - **images** - contains of original images of roads |
| - **masks** - includes segmentation masks created for the original images |
| - **annotations.xml** - contains coordinates of the polygons, 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 polygons and labels . For each point, the x and y coordinates are provided. |
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| ### Сlasses: |
| - **road_surface**: surface of the road, |
| - **marking**: white and yellow marking on the road, |
| - **road_sign**: road signs, |
| - **car**: cars on the road, |
| - **background**: side of the road and surronding objects |
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| # Example of XML file structure |
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| # Roads Segmentation might be made in accordance with your requirements. |
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| # 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=roads-segmentation-dataset)** to discuss your requirements, learn about the price and buy the dataset |
| Leave a request on [our website](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=roads-segmentation-dataset) to discuss your requirements, learn about the price and buy the dataset. |
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| ## [Our Team](https://unidata.pro/datasets/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=roads-segmentation-dataset) provides high-quality data annotation tailored to your needs |
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| *keywords: road surface, road scene, off-road, vehicle segmentation dataset, semantic segmentation for self driving cars, self driving cars dataset, semantic segmentation for autonomous driving, car segmentation dataset, car dataset, car images, car parts segmentation, self-driving cars deep learning, cctv, image dataset, image classification, semantic segmentation* |
