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flickr-cc-by

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Image-to-Text
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metadata
license: cc0-1.0
task_categories:
  - image-to-text

Flickr-CC-BY Dataset

Overview

This dataset includes URLs of images uploaded to Flickr between December 31, 2003, 15:00, and July 27, 2024, 24:00. These URLs are part of JSON response results containing images under the CC-BY-2.0 license. The rights to each image belong to the respective Flickr users.

Important Notices

  1. Personal Project: This dataset was created as a personal project by Atsuma, driven by individual interest and concern. This dataset has no connection to any organization.

  2. License Compliance: Users must strictly adhere to the CC-BY-2.0 license terms. Each image's rights belong to individual Flickr users.

  3. Privacy and Sensitive Information:

    • Images may contain personally identifiable information, location data, or other sensitive content.
    • Users must handle the data responsibly and comply with applicable privacy laws and regulations.

  4. Usage Restrictions:

    • Appropriate uses: Machine learning training, commercial use (subject to license terms).
    • Prohibited uses: Any use violating Flickr's terms of service, image licenses, or associated rights.

  5. Disclaimer: The dataset provider is not responsible for any damages arising from the use of these images. Use at your own discretion.

  6. Bias and Limitations:

    • Be aware of potential biases inherent to the Flickr platform (e.g., user demographics, types of images).
    • Not all images may be suitable for all applications.

  7. Attribution: Clearly credit Flickr and the original image owners when using this dataset if necessary.

Dataset Details

Description

This dataset consists of JSON files containing Flickr API response results, including image URLs and related metadata. The data covers a wide range of subjects over more than 20 years.

  • License: CC0 for metadata

Structure

Each JSON file contains responses from the Flickr API, including URLs and related metadata of the images.

Creation Process

Data was collected through API requests to Flickr for images uploaded within the specified date range. The curation was done by Atsuma using personal resources, driven by personal interest and concern.

Intended Uses

Appropriate Uses

This dataset can be used for various purposes, including machine learning training　for commercial use, provided it doesn't violate Flickr's terms, the metadata license, individual image licenses, and associated rights or laws.

Out-of-Scope Uses

The dataset should not be used in ways that violate the CC-BY-2.0 license terms or infringe on image owners' rights. It's not suitable for applications requiring more restrictive licenses.

Bias, Risks, and Limitations

  • The dataset may contain biases related to Flickr user demographics and types of uploaded images.
  • Not all images may be suitable for all applications.
  • Images may contain various types of information, including personal and sensitive data.

Recommendations

Users should carefully review images and metadata before using them in critical applications. Be aware of potential biases and handle data responsibly.

Acknowledgement

Thanks to @madebyollin for the advice.