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Automated Cardiac Diagnosis Challenge (ACDC)

Preprocessing

Read the preprocessing readme on how to preprocess the data.

Training

The following command can be used to train/fine-tune the model on the dataset (please adjust the model.ckpt_path and data.dir accordingly):

# from scratch
acdc_reg_train data.dir=~/.cache/cinema_datasets/acdc/processed
# fine-tune
acdc_reg_train data.dir=~/.cache/cinema_datasets/acdc/processed model.ckpt_path=

Evaluation

The following command can be used to evaluate the model (please adjust the model.ckpt_path accordingly):

acdc_reg_eval --data_dir ~/.cache/cinema_datasets/acdc/processed --ckpt_path