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label_changer.py
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label_changer.py
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from enum import Enum
class IncorrectLabel(int, Enum):
F2M = 0
M2F = 1
INCORRECT2NORMAL = 2
incorrect = {
'006359': IncorrectLabel.F2M,
'006360': IncorrectLabel.F2M,
'006361': IncorrectLabel.F2M,
'006362': IncorrectLabel.F2M,
'006363': IncorrectLabel.F2M,
'006364': IncorrectLabel.F2M,
'001498-1': IncorrectLabel.M2F,
'004432' : IncorrectLabel.M2F,
'000020' : IncorrectLabel.INCORRECT2NORMAL,
'004418' : IncorrectLabel.INCORRECT2NORMAL,
'005227' : IncorrectLabel.INCORRECT2NORMAL
}
class StateChanger:
def __init__(self, state:IncorrectLabel):
self.state = state
def __call__(self, file_name, gender, age):
if self.state == IncorrectLabel.F2M:
return self.stateF2M(file_name, gender, age)
if self.state == IncorrectLabel.M2F:
return self.stateM2F(file_name, gender, age)
if self.state == IncorrectLabel.INCORRECT2NORMAL:
return self.stateI2N(file_name, gender, age)
raise "여긴 또 왜왔냐"
def stateF2M(self, file_name, gender, age):
return (file_name, "male", age)
def stateM2F(self, file_name, gender, age):
return (file_name, "female", age)
def stateI2N(self, file_name, gender, age):
realName = file_name
if file_name == "incorrect_mask":
realName = "normal"
if file_name == "normal":
realName = "incorrect_mask"
return (realName, gender, age)
def labelChanger(profile, _file_name, gender, age, _file_names):
mask_label = _file_names[_file_name]
manNum = profile.split('_')[0]
if manNum in incorrect.keys():
changer = StateChanger(incorrect[manNum])
(_file_name, gender, age) = changer(_file_name, gender, age)
mask_label = _file_names[_file_name]
return (mask_label, gender, age)