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- ---
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- license: cc-by-nc-nd-4.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+ - object-detection
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+ tags:
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+ - Auto
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+ - Computer Vision
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+ - Machine learning
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+ - Smart Cities
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+ - bbox
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+ - urban traffic
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+ size_categories:
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+ - n<1K
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+ ---
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+ # Traffic Dataset - 500 Videos
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+ Dataset comprises **500** videos of urban traffic captured by surveillance cameras, providing **real-time traffic** data enriched with **bounding box** annotations for vehicles and pedestrians. Designed for **traffic monitoring** and **safety research**, the dataset supports tasks like **vehicle detection**, **traffic flow analysis**, and **accident prediction**.
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+ By leveraging this dataset, researchers and engineers can advance **real-time object detection**, **traffic surveillance systems**, and **intelligent transportation solutions**.- **[Get the data](https://unidata.pro/datasets/real-time-traffic-and-environmental-video-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=real-time-traffic-video-dataset)**
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+ Each frame is meticulously labeled in COCO-style JSON format, enabling seamless integration with object detection and tracking pipelines.With its focus on two primary object categories - cars and pedestrians - this dataset serves as a practical resource for developing and testing object detection and tracking algorithms in traffic scenarios.
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+ ## 💵 Buy the Dataset: This is a limited preview of the data. To access the full dataset, please contact us at [https://unidata.pro](https://unidata.pro/datasets/real-time-traffic-and-environmental-video-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=real-time-traffic-video-dataset) to discuss your requirements and pricing options.
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+ 1920×1080 resolution across all frames facilitates reliable model training and evaluation for applications such as traffic flow optimization, pedestrian safety systems, and autonomous vehicle development.
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+ ## 🌐 [UniData](https://unidata.pro/datasets/real-time-traffic-and-environmental-video-dataset/?utm_source=huggingface&utm_medium=referral&utm_campaign=real-time-traffic-video-dataset) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects