license: cc-by-nc-nd-4.0
task_categories:
- image-classification
- image-to-image
language:
- en
tags:
- code
Parking Space Detection & Classification Dataset
The dataset consists of images of parking spaces along with corresponding bounding box masks. In order to facilitate object detection and localization, every parking space in the images is annotated with a bounding box mask.
The bounding box mask outlines the boundary of the parking space, marking its position and shape within the image. This allows for accurate identification and extraction of individual parking spaces. Each parking spot is also labeled in accordance to its occupancy: free, not free or partially free.
This dataset can be leveraged for a range of applications such as parking lot management, autonomous vehicle navigation, smart city implementations, and traffic analysis.
Get the Dataset
This is just an example of the data
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Dataset structure
- images - contains of original images of parkings
- boxes - includes bounding box labeling for the original images
- annotations.xml - contains coordinates of the bounding boxes and labels, created for the original photo
Data Format
Each image from images folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the bounding boxes and labels for parking spaces. For each point, the x and y coordinates are provided.
Labels for the parking space:
- free_parking_space - corresponds to free parking spaces, the box is blue
- not_free_parking_space - corresponds to occupied parking spaces, the box is red
- partially_free_parking_space - corresponds to partially free parking spaces, the box is yellow
Example of XML file structure
Parking Space Detection & Classification might be made in accordance with your requirements.
TrainingData provides high-quality data annotation tailored to your needs
More datasets in TrainingData's Kaggle account: https://www.kaggle.com/trainingdatapro/datasets
TrainingData's GitHub: https://github.com/Trainingdata-datamarket/TrainingData_All_datasets