MFTR: Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer

⚙️ Requirements

• Python 3.6
• matplotlib == 3.1.1
• numpy == 1.19.4
• pandas == 0.25.1
• scikit_learn == 0.21.3
• torch == 1.8.0

Dependencies can be installed using the following command:

pip install -r requirements.txt

📜 TODO List

• Release the dataset preparation.
• Release the main codes for implementation.

🤝 Citation

If you find this repository useful for your work, please consider citing it as follows:

@inproceedings{zhang2023tile,
  title={Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer},
  author={Zhang, Zhiahao and Chen, Yiwei and Zhang, Weizhan and Yan, Caixia and Zheng, Qinghua and Wang, Qi and Chen, Wangdu},
  booktitle={Proceedings of the 31st ACM International Conference on Multimedia},
  pages={3560--3568},
  year={2023}
}