v19 Model Weights

Arguments:

batch_size: 1
bce_weight: 1.0
bd_weight: 1.0
data_dir: ~/Martens_2021_tumeurs/original_data/
dataset_transform: T2E
downsample: True
epochs: 50
es_delta: 0.0001
es_patience: 3
factor: 2
hd_weight: 0.5
levelset_steps: 0
lr: 0.0001
max_timepoint: 4
model: Unet3D
num_saves: 10
pos_weight: 200.0
save_dir: saved_models/v19
scale_mode: min-max
seed: 42
subset_frac: 1.0
t0: ('topk', 9)
threshold: 0.01
tx: 4
val_size: 0.2

v17 Model Weights

Arguments:

batch_size: 2
bce_weight: 1.0
bd_weight: 1.0
data_dir: ~/Dataset/Martens_2021_tumeurs/original_data/
dataset_transform: T2E
downsample: True
epochs: 50
es_delta: 0.0001
es_patience: 3
factor: 2
hd_weight: 0.5
levelset_steps: 0
lr: 0.0001
model: larger_skip
num_saves: 10
pos_weight: 200.0
save_dir: saved_models/v17
scale_mode: min-max
seed: 42
subset_frac: 1.0
tx: 4
val_size: 0.2