Contents:
DATASET_FILE_PATH
DEV_DEBUG
DEVICE
WANDB_PRJ_NAME_GENERATE_SAMPLES
WANDB_PRJ_NAME_CLASSIFICATION
WANDB_PRJ_NAME_TRAIN_GENERATOR
EyeScans
get_csv_dataset()
OpthalAnonymizedDataset
get_patients_paths()
get_images_paths()
get_lesion_eyes_paths()
get_reference_eyes_paths()
resize_images_and_save()
copy_images_to_dir()
crop_image()
load_dataset_csv_file()
generate_samples()
ResNetClassifier
GaussianDiffusion
j_print()
read_config_file()
parse_config()
get_experiment_configs()
main()
ImagePredictionLogger
is_square()
WandbTracker
get_tracker_class()
Trainer
check_results_dir_exists()
copy_results_directory()
HorizontalCenterCrop
Embeddings
config
datasets
datasets.eye_scans
datasets.opthal_anonymized
datasets.prepare_dataset
datasets.preprocess
generate_samples
models
models.classifier
models.gausian_diffusion
pipeline
pipeline.blocks
pipeline.blocks.blocks
pipeline.blocks.data_dto
pipeline.blocks.experiment_dto
pipeline.blocks.general_dto
pipeline.blocks.models_dto
pipeline.blocks.output_dto
pipeline.parser
run_classification_experiment
run_experiment
trackers
trackers.callbacks
trackers.wandb
trainers
trainers.trainer
utils
utils.artifact_utilities
utils.files_managment
utils.transforms
validation
validation.embeddings