license: cc-by-nc-nd-4.0
task_categories:
- image-to-image
- object-detection
language:
- en
tags:
- code
- biology
Dogs Video Object Tracking Dataset
The dataset contains frames extracted from videos with dogs on the streets. Each frame is accompanied by bounding box that specifically tracks the dog in the image.
The dataset provides a valuable resource for advancing computer vision tasks, enabling the development of more accurate and effective solutions for monitoring and understanding dog behavior in urban settings.
Get the dataset
This is just an example of the data
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Dataset structure
The dataset consists of 3 folders with frames from the video with dogs on the streets. Each folder includes:
- images: folder with original frames from the video,
- boxes: visualized data labeling for the images in the previous folder,
- .csv file: file with id and path of each frame in the "images" folder,
- annotations.xml: contains coordinates of the bounding boxes, created for the original frames
Data Format
Each frame from images folder is accompanied by an XML-annotation in the annotations.xml file indicating the coordinates of the bounding boxes for dogs tracking. For each point, the x and y coordinates are provided.
Example of the XML-file
Object tracking 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