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config.py
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config.py
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class DefaultConfigs_C(object):
src1_data = 'oulu'
src1_train_num_frames = 1
src2_data = 'replay'
src2_train_num_frames = 1
src3_data = 'msu'
src3_train_num_frames = 1
src4_data = 'celeb'
src4_train_num_frames = 1
src5_data = 'casia'
src5_train_num_frames = 1
tgt_data = 'casia'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_I(object):
src1_data = 'oulu'
src1_train_num_frames = 1
src2_data = 'casia'
src2_train_num_frames = 1
src3_data = 'msu'
src3_train_num_frames = 1
src4_data = 'celeb'
src4_train_num_frames = 1
src5_data = 'replay'
src5_train_num_frames = 1
tgt_data = 'replay'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_M(object):
src1_data = 'oulu'
src1_train_num_frames = 1
src2_data = 'casia'
src2_train_num_frames = 1
src3_data = 'replay'
src3_train_num_frames = 1
src4_data = 'celeb'
src4_train_num_frames = 1
src5_data = 'msu'
src5_train_num_frames = 1
tgt_data = 'msu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_O(object):
src1_data = 'replay'
src1_train_num_frames = 1
src2_data = 'casia'
src2_train_num_frames = 1
src3_data = 'msu'
src3_train_num_frames = 1
src4_data = 'celeb'
src4_train_num_frames = 1
src5_data = 'oulu'
src5_train_num_frames = 1
tgt_data = 'oulu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_cefa(object):
src1_data = 'wmca'
src1_train_num_frames = 1
src2_data = 'surf'
src2_train_num_frames = 1
src3_data = 'celeb'
src3_train_num_frames = 1
src4_data = 'celeb'
src4_train_num_frames = 1
src5_data = 'cefa'
src5_train_num_frames = 1
tgt_data = 'cefa'
tgt_test_num_frames = 2
weight = 1
gamma = 0.1
beta = 0.1
class DefaultConfigs_surf(object):
src1_data = 'wmca'
src1_train_num_frames = 1
src2_data = 'cefa'
src2_train_num_frames = 1
src3_data = 'celeb'
src3_train_num_frames = 1
src4_data = 'celeb'
src4_train_num_frames = 1
src5_data = 'surf'
src5_train_num_frames = 1
tgt_data = 'surf'
tgt_test_num_frames = 2
weight = 0.1
gamma = 0.1
beta = 0.1
class DefaultConfigs_wmca(object):
src1_data = 'cefa'
src1_train_num_frames = 1
src2_data = 'surf'
src2_train_num_frames = 1
src3_data = 'celeb'
src3_train_num_frames = 1
src4_data = 'celeb'
src4_train_num_frames = 1
src5_data = 'wmca'
src5_train_num_frames = 1
tgt_data = 'wmca'
tgt_test_num_frames = 2
weight = 0.01
gamma = 0.1
beta = 0.1
class DefaultConfigs_CI(object):
src1_data = 'casia'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'replay'
src3_train_num_frames = 1
tgt_data = 'replay'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_CM(object):
src1_data = 'casia'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'msu'
src3_train_num_frames = 1
tgt_data = 'msu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_CO(object):
src1_data = 'casia'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'oulu'
src3_train_num_frames = 1
tgt_data = 'oulu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_IC(object):
src1_data = 'replay'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'casia'
src3_train_num_frames = 1
tgt_data = 'casia'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_IM(object):
src1_data = 'replay'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'msu'
src3_train_num_frames = 1
tgt_data = 'msu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_IO(object):
src1_data = 'replay'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'oulu'
src3_train_num_frames = 1
tgt_data = 'oulu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_MC(object):
src1_data = 'msu'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'casia'
src3_train_num_frames = 1
tgt_data = 'casia'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_MI(object):
src1_data = 'msu'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'replay'
src3_train_num_frames = 1
tgt_data = 'replay'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_MO(object):
src1_data = 'msu'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'oulu'
src3_train_num_frames = 1
tgt_data = 'oulu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_OC(object):
src1_data = 'oulu'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'casia'
src3_train_num_frames = 1
tgt_data = 'casia'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_OI(object):
src1_data = 'oulu'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'replay'
src3_train_num_frames = 1
tgt_data = 'replay'
tgt_test_num_frames = 2
weight = 0.03 # You may use 0.01 or 0.03
gamma = 0.3
beta = 0.5
class DefaultConfigs_OM(object):
src1_data = 'oulu'
src1_train_num_frames = 1
src2_data = 'celeb'
src2_train_num_frames = 1
src3_data = 'msu'
src3_train_num_frames = 1
tgt_data = 'msu'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
class DefaultConfigs_CELEBA(object):
tgt_data = 'celeb'
tgt_test_num_frames = 2
weight = 1
gamma = 0.3
beta = 0.5
# 0-shot / 5-shot configs
configC = DefaultConfigs_C()
configI = DefaultConfigs_I()
configM = DefaultConfigs_M()
configO = DefaultConfigs_O()
config_cefa = DefaultConfigs_cefa()
config_surf = DefaultConfigs_surf()
config_wmca = DefaultConfigs_wmca()
# 1-1 configs
config_CI = DefaultConfigs_CI
config_CM = DefaultConfigs_CM
config_CO = DefaultConfigs_CO
config_IC = DefaultConfigs_IC
config_IM = DefaultConfigs_IM
config_IO = DefaultConfigs_IO
config_MC = DefaultConfigs_MC
config_MI = DefaultConfigs_MI
config_MO = DefaultConfigs_MO
config_OC = DefaultConfigs_OC
config_OI = DefaultConfigs_OI
config_OM = DefaultConfigs_OM
# additional data configs
config_celeba = DefaultConfigs_CELEBA()