---
license: cc-by-nc-nd-4.0
task_categories:
- object-detection
tags:
- Auto
- Computer Vision
- Machine learning
- Smart Cities
- bbox
- urban traffic
size_categories:
- n<1K
---
# Traffic Dataset - 500 Videos
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**.

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)**

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.

## 💵 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.

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.

## 🌐 [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