Data Loader: Load less data per file, and more files.

dfsp-spirit / meshlearn

AI model to predict computationally expensive vertex-wise descriptors like the local gyrification index from the mesh structure.

MIT License

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Data Loader: Load less data per file, and more files. #4

Closed dfsp-spirit closed 2 years ago

dfsp-spirit commented 2 years ago

The reason in to train on more different meshes (people's brains), as they differ quite a bit in:

brain anatomy
image quality, due to
- site effects like MRI scanner model and settings
- artifacts from subject motion, etc.

dfsp-spirit commented 2 years ago

This is now possibke via settings, so the major part is done (from the code perspective).

We will actually really apply this when training the final model version, or when creating a large dataset that will be pickled for re-use. Some more feature engineering will be done first.

dfsp-spirit commented 2 years ago

Closing as done.