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imgrate
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Make image ratings properties

This commit is contained in:
Kristóf Tóth 2018-02-24 20:30:02 +01:00
parent 66942b9b4b
commit 7769250b15
1 changed files with 8 additions and 3 deletions
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11
imgrate.py
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@ -5,16 +5,18 @@ from argparse import ArgumentParser
from functools import wraps from functools import wraps
def image_required(fun): def image_required(fun):
@wraps(fun) @wraps(fun)
def wrapper(self, *args, **kwargs): def wrapper(self, *args, **kwargs):
if self.image is None: if self.image is None:
raise RuntimeError('Method {}.{} requires an image!' raise RuntimeError('Property {}.{} requires an image!'
.format(self.__class__.__name__, fun.__name__)) .format(self.__class__.__name__, fun.__name__))
return fun(self, *args, **kwargs) return fun(self, *args, **kwargs)
return wrapper return wrapper
class imgrate: class imgrate:
def __init__(self, imgfile=None): def __init__(self, imgfile=None):
self.image = None self.image = None
@ -24,10 +26,12 @@ class imgrate:
image = cv2.imread(imgfile) image = cv2.imread(imgfile)
self.image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) self.image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
@property
@image_required @image_required
def laplacian_variance(self): def laplacian(self):
return cv2.Laplacian(self.image, cv2.CV_64F).var() return cv2.Laplacian(self.image, cv2.CV_64F).var()
@property
@image_required @image_required
def fdibm(self): def fdibm(self):
F = np.fft.fft2(self.image) F = np.fft.fft2(self.image)
@ -38,9 +42,10 @@ class imgrate:
return Th / (F.shape[0] * F.shape[1]) return Th / (F.shape[0] * F.shape[1])
if __name__ == '__main__': if __name__ == '__main__':
ap = ArgumentParser() ap = ArgumentParser()
ap.add_argument('images', type=str, nargs='+', help='') ap.add_argument('images', type=str, nargs='+', help='')
args = ap.parse_args() args = ap.parse_args()
print(imgrate(args.images[0]).laplacian_variance()) print(imgrate(args.images[0]).laplacian)