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Added bayesian_ssd parser

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Signed-off-by: Jim Martens <github@2martens.de>
This commit is contained in:
Jim Martens
2019-05-10 12:51:12 +02:00
parent fa7a88191b
commit bf39d00693
1 changed files with 8 additions and 5 deletions
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13
src/twomartens/masterthesis/main.py
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@ -92,11 +92,12 @@ def _build_val(parser: argparse.ArgumentParser) -> None:
sub_parsers = parser.add_subparsers(dest="network") sub_parsers = parser.add_subparsers(dest="network")
sub_parsers.required = True sub_parsers.required = True
# ssd_bayesian_parser = sub_parsers.add_parser("bayesian_ssd", help="SSD with dropout layers") ssd_bayesian_parser = sub_parsers.add_parser("bayesian_ssd", help="SSD with dropout layers")
ssd_parser = sub_parsers.add_parser("ssd", help="SSD") ssd_parser = sub_parsers.add_parser("ssd", help="SSD")
auto_encoder_parser = sub_parsers.add_parser("auto_encoder", help="Auto-encoder network") auto_encoder_parser = sub_parsers.add_parser("auto_encoder", help="Auto-encoder network")
# build sub parsers # build sub parsers
_build_ssd_val(ssd_bayesian_parser)
_build_ssd_val(ssd_parser) _build_ssd_val(ssd_parser)
_build_auto_encoder_val(auto_encoder_parser) _build_auto_encoder_val(auto_encoder_parser)
@ -159,7 +160,7 @@ def _test(args: argparse.Namespace) -> None:
def _val(args: argparse.Namespace) -> None: def _val(args: argparse.Namespace) -> None:
if args.network == "ssd": if args.network == "ssd" or args.network == "bayesian_ssd":
_ssd_val(args) _ssd_val(args)
elif args.network == "auto_encoder": elif args.network == "auto_encoder":
_auto_encoder_val(args) _auto_encoder_val(args)
@ -179,11 +180,13 @@ def _ssd_val(args: argparse.Namespace) -> None:
config.log_device_placement = False config.log_device_placement = False
config.gpu_options.allow_growth = False config.gpu_options.allow_growth = False
tf.enable_eager_execution(config=config) tf.enable_eager_execution(config=config)
batch_size = 16 batch_size = 16
image_size = 300 image_size = 300
use_dropout = False use_dropout = False if args.network == "ssd" else True
weights_file = f"{args.weights_path}/VGG_coco_SSD_300x300_iter_400000.h5" weights_file = f"{args.weights_path}/VGG_coco_SSD_300x300_iter_400000.h5"
output_path = f"{args.output_path}/val/ssd/{args.iteration}/" output_path = f"{args.output_path}/val/{args.network}/{args.iteration}/"
os.makedirs(output_path, exist_ok=True) os.makedirs(output_path, exist_ok=True)
# load prepared ground truth # load prepared ground truth
@ -197,7 +200,7 @@ def _ssd_val(args: argparse.Namespace) -> None:
del file_names_photos, instances del file_names_photos, instances
use_summary_writer = summary_ops_v2.create_file_writer( use_summary_writer = summary_ops_v2.create_file_writer(
f"{args.summary_path}/val/ssd/{args.iteration}" f"{args.summary_path}/val/{args.network}/{args.iteration}"
) )
if args.debug: if args.debug:
with use_summary_writer.as_default(): with use_summary_writer.as_default():