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Changed size of images to 256, 256

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Signed-off-by: Jim Martens <github@2martens.de>
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Jim Martens
2019-04-12 13:43:29 +02:00
parent 37b0b702a3
commit 25e2110a5b
1 changed files with 2 additions and 2 deletions
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src/twomartens/masterthesis/main.py
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@ -104,14 +104,14 @@ def _auto_encoder_train(args: argparse.Namespace) -> None:
category = args.category category = args.category
batch_size = 16 batch_size = 16
coco_data = data.load_coco(coco_path, category, num_epochs=args.num_epochs, batch_size=batch_size, coco_data = data.load_coco(coco_path, category, num_epochs=args.num_epochs, batch_size=batch_size,
resized_shape=(64, 64)) resized_shape=(256, 256))
train_summary_writer = summary_ops_v2.create_file_writer( train_summary_writer = summary_ops_v2.create_file_writer(
f"{args.summary_path}/train/category-{category}/{args.iteration}" f"{args.summary_path}/train/category-{category}/{args.iteration}"
) )
with train_summary_writer.as_default(): with train_summary_writer.as_default():
train.train_simple(coco_data, iteration=args.iteration, train.train_simple(coco_data, iteration=args.iteration,
weights_prefix=f"{args.weights_path}/category-{category}", weights_prefix=f"{args.weights_path}/category-{category}",
zsize=24, lr=0.005, zsize=8, lr=0.0001,
channels=3, train_epoch=args.num_epochs, batch_size=batch_size) channels=3, train_epoch=args.num_epochs, batch_size=batch_size)