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P.910 Crowd

The P.910-Crowd Toolkit is a software package that enables users to run subjective video quality assessment test in a crowdsourcing platform like Amazon Mechanical Turk (AMT) or remote testing with a dedicated panel of workers. It is intended to be counter part of the ITU-T Recommendation P.910 for crowdsourcing.

Note: Currently full-screen play-back is not supported by HITs builds inside AMT. Therefore, we provide, the HITAPP Server which can serve the experiment. Consequently you can use AMT or any other crowdsourcing platform and post your study URL.

For more information about the ITU-T Rec. P.910 please read:

ITU-T Recommendation P.910, Subjective video quality assessment methods for multimedia applications. Geneva: International Telecommunication Union, 2021.

Technical description of the implementation and validation is given in this paper:

Citation

If you use this tool in your research please cite it with the following references:

@article{naderi2024,
  title={A crowdsourcing approach to video quality assessment},
  author={Naderi, Babak and Cutler, Ross},
  booktitle={ICASSP},
  year={2024}
}

Getting Started

Troubleshooting

For bug reports and issues with this code, please see the github issues page. Please review this page before contacting the authors.

Contact

Contact Ross Cutler with any questions.

License

Code License

MIT License

Copyright (c) Microsoft Corporation.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

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