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DATA_PREPARATION_CALVIN.md

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Prepare data on CALVIN

  • Download the play demonstrations from Calvin repo.
> cd calvin/dataset
> sh download_data.sh ABC
  • Package the demonstrations for training
> python data_preprocessing/package_calvin.py --split training
> python data_preprocessing/package_calvin.py --split validation

Expected directory layout

./calvin/dataset/task_ABC_D
                     |------- training/
                     |------- validation/

./data/calvin/packaged_ABC_D
                     |------- training/
                     |            |------- A+0/
                     |            |          |------- ann_1.dat
                     |            |          |------- ...
                     |            |
                     |            |------- B+0/
                     |            |------- C+0/
                     |
                     |------- validation/
                                  |------- D+0/