---
license: cc-by-nc-nd-4.0
task_categories:
- object-detection
- image-classification
tags:
- car
- detection algorithms
- vehicles
- computer vision
- auto
- detection
size_categories:
- 1K<n<10K
---
# Cars Object Tracking

Dataset comprises **10,000**+ video frames featuring both light vehicles (**cars**) and heavy vehicles (**minivans**). This extensive collection is meticulously designed for research in **multi-object tracking** and **object detection**, providing a robust foundation for developing and evaluating various tracking algorithms for **road safety system development**.

By utilizing this dataset, researchers can significantly enhance their understanding of **vehicle dynamics** and improve tracking accuracy in complex environments. - **[Get the data](https://unidata.pro/datasets/cars-object-tracking/?utm_source=huggingface&utm_medium=cpc&utm_campaign=cars-object-tracking)**
# Example of the data
![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F22059654%2F380e8e9db549da35927fe4d943857b87%2FFrame%20181%20(2).png?generation=1734351736098006&alt=media)
Each video frame is paired with an annotations.xml file that defines the tracking of each vehicle using precise polygons and bounding boxes. Comprehensive bounding box labeling for each car, facilitating accurate object detection. 
# 💵 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/cars-object-tracking/?utm_source=huggingface&utm_medium=cpc&utm_campaign=cars-object-tracking) to discuss your requirements and pricing options.
This dataset is an invaluable resource for advancing the field of computer vision, particularly in the context of computer vision and deep learning applications. Researchers can leverage this dataset to improve their understanding of object tracking and develop more effective detection methods.
# 🌐 [UniData](https://unidata.pro/datasets/cars-object-tracking/?utm_source=huggingface&utm_medium=cpc&utm_campaign=cars-object-tracking) provides high-quality datasets, content moderation, data collection and annotation for your AI/ML projects