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https://github.com/samet-akcay/ganomaly
18 December 2022, 14:25:08 UTC
Revision ba013c1d4e4e85ea9f1dde3caa9112a91209bd29 authored by samet-akcay on 09 October 2019, 09:00:42 UTC, committed by samet-akcay on 09 October 2019, 09:00:42 UTC 
bug fix
1 parent b0503a5
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Tip revision: ba013c1d4e4e85ea9f1dde3caa9112a91209bd29 authored by samet-akcay on 09 October 2019, 09:00:42 UTC
bug fix
Tip revision: ba013c1
train.py 
"""
TRAIN GANOMALY

. Example: Run the following command from the terminal.
    run train.py                             \
        --model ganomaly                        \
        --dataset UCSD_Anomaly_Dataset/UCSDped1 \
        --batchsize 32                          \
        --isize 256                         \
        --nz 512                                \
        --ngf 64                               \
        --ndf 64
"""


##
# LIBRARIES
from __future__ import print_function

from options import Options
from lib.data import load_data
from lib.model import Ganomaly

##
def train():
    """ Training
    """

    ##
    # ARGUMENTS
    opt = Options().parse()
    ##
    # LOAD DATA
    dataloader = load_data(opt)
    ##
    # LOAD MODEL
    model = Ganomaly(opt, dataloader)
    ##
    # TRAIN MODEL
    model.train()

if __name__ == '__main__':
    train()
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