openfwi / README.md
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metadata
license: cc-by-4.0
task_categories:
  - image-segmentation
  - image-to-image
language:
  - en
tags:
  - geology
pretty_name: Geophysical Waveform Inversion Dataset
size_categories:
  - 100K<n<1M

I parsed the full openFWI dataset as part of this kaggle competition - hopefully people can make use of this :)

If you use OpenFWI Datasets in your work, please cite...

    @inproceedings{NEURIPS2022_27d3ef26,
      author = {Deng, Chengyuan and Feng, Shihang and Wang, Hanchen and Zhang, Xitong and Jin, Peng and Feng, Yinan and Zeng, Qili and Chen, Yinpeng and Lin, Youzuo},
      booktitle = {Advances in Neural Information Processing Systems},
      editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
      pages = {6007--6020},
      publisher = {Curran Associates, Inc.},
      title = {OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion},
      url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/27d3ef263c7cb8d542c4f9815a49b69b-Paper-Datasets_and_Benchmarks.pdf},
      volume = {35},
      year = {2022}
    }