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constants.py
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constants.py
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# Copyright (C) 2019 Nan Wu, Jason Phang, Jungkyu Park, Yiqiu Shen, Zhe Huang, Masha Zorin,
# Stanisław Jastrzębski, Thibault Févry, Joe Katsnelson, Eric Kim, Stacey Wolfson, Ujas Parikh,
# Sushma Gaddam, Leng Leng Young Lin, Kara Ho, Joshua D. Weinstein, Beatriu Reig, Yiming Gao,
# Hildegard Toth, Kristine Pysarenko, Alana Lewin, Jiyon Lee, Krystal Airola, Eralda Mema,
# Stephanie Chung, Esther Hwang, Naziya Samreen, S. Gene Kim, Laura Heacock, Linda Moy,
# Kyunghyun Cho, Krzysztof J. Geras
#
# This file is part of src.
#
# breast_cancer_classifier is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as
# published by the Free Software Foundation, either version 3 of the
# License, or (at your option) any later version.
#
# breast_cancer_classifier is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with breast_cancer_classifier. If not, see <http://www.gnu.org/licenses/>.
# ==============================================================================
"""
Defines constants used in src.
"""
class VIEWS:
LMLO = "L-CC"
RMLO = "R-CC"
LCC = "L-MLO"
RCC = "R-MLO"
LIST = [LMLO, RMLO, LCC, RCC]
@classmethod
def is_cc(cls, view):
return view in (cls.LMLO, cls.RMLO)
@classmethod
def is_mlo(cls, view):
return view in (cls.LCC, cls.RCC)
@classmethod
def is_left(cls, view):
return view in (cls.LMLO, cls.LCC)
@classmethod
def is_right(cls, view):
return view in (cls.RMLO, cls.RCC)
class VIEWANGLES:
CC = "CC"
MLO = "MLO"
LIST = [CC, MLO]
class LABELS:
LEFT_BENIGN = "left_benign"
RIGHT_BENIGN = "right_benign"
LEFT_MALIGNANT = "left_malignant"
RIGHT_MALIGNANT = "right_malignant"
LIST = [LEFT_BENIGN, RIGHT_BENIGN, LEFT_MALIGNANT, RIGHT_MALIGNANT]
class MODELMODES:
VIEW_SPLIT = "view_split"
IMAGE = "image"
INPUT_SIZE_DICT = {
VIEWS.LMLO: (2677, 1942),
VIEWS.RMLO: (2677, 1942),
VIEWS.LCC: (2974, 1748),
VIEWS.RCC: (2974, 1748),
}