Synthetic Data Generation for Brats Dataset

[ravi-mosaicml]

Brats does not support synthetic data. It would be great to add support for it.

[ajaysaini725]

@ravi-mosaicml can you include more details on exactly what this entails? Right now, the SyntheticDataset class takes both a data_shape and a label_shape which can be used to generate synthetic data for BRATS.

[ravi-mosaicml]

To implement this:

1. Have brats inherit the SyntheticHparamsMixin class
2. If the use_synthetic flag is True, then the initialize_object() function should return a dataloader over synthetic data that can train. Here, you'll want to specify the data_shape and label_shape for the SyntheticBatchPairDataset . I am not sure what these parameters should be.

[mvpatel2000]

Closing as we don't plan on doing this anymore