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Commit bb8912d9 authored by tomrink's avatar tomrink
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parent 9d89ec15
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import tensorflow as tf
from util.plot_cm import confusion_matrix_values
from util.augment import augment_image
from util.augment import augment_image_3arg
from util.setup_cloud_products import logdir, modeldir, now, ancillary_path
from util.util import EarlyStop, normalize, denormalize, scale, scale2, get_grid_values_all, make_tf_callable_generator
import glob
......@@ -445,7 +445,7 @@ class SRCNN:
dataset = dataset.cache(filename=CACHE_FILE)
dataset = dataset.shuffle(PROC_BATCH_BUFFER_SIZE, reshuffle_each_iteration=True)
if DO_AUGMENT:
dataset = dataset.map(augment_image(), num_parallel_calls=8)
dataset = dataset.map(augment_image_3arg(), num_parallel_calls=8)
dataset = dataset.prefetch(buffer_size=1)
self.train_dataset = dataset
......
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