Dataset Card for Dataset Name

This dataset card has 6 .h5 and 6 .mat files that are used by the crowd counting demo

Dataset Details

Dataset Description

Curated by: Rootstrap
License: MIT

Dataset Sources

Repository: https://www.kaggle.com/datasets/tthien/shanghaitech

Uses

The dataset is used for the demo

Direct Use

This dataset is intended to use only for the demo

Out-of-Scope Use

This dataset was not used for training the model and can not be used for training a new model as it is very limited.

Dataset Structure

The dataset consist of 6 .h5 and 6 .mat.

Dataset Creation

Curation Rationale

This dataset was created for the demo

Source Data

This .mat files where obtained from the ShangaiTech Dataset and the .h5 were generated from the .mat files using python.

Data Collection and Processing

The ShangaiTech Dataset part B has 400 images. From this original dataset, 6 random files were gathered.

Who are the source data producers?

@inproceedings{zhang2016single, title={Single-image crowd counting via multi-column convolutional neural network}, author={Zhang, Yingying and Zhou, Desen and Chen, Siqin and Gao, Shenghua and Ma, Yi}, booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition}, pages={589--597}, year={2016} }

Bias, Risks, and Limitations

As we stated before, this dataset is only ment to be used for the demo and cannot be reproduced in any way.

Dataset Card Authors

Rootstrap

Dataset Card Contact

info@rootstrap.com