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https://github.com/iperov/DeepFaceLive
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update xlib/image/ImageProcessor.py
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1 changed files with 9 additions and 6 deletions
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@ -374,7 +374,7 @@ class ImageProcessor:
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self._img = img
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self._img = img
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return self
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return self
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def to_grayscale(self) -> 'ImageProcessor':
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def to_grayscale(self) -> 'ImageProcessor':
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"""
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"""
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Converts 3 ch bgr to grayscale.
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Converts 3 ch bgr to grayscale.
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@ -383,18 +383,18 @@ class ImageProcessor:
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_,_,_,C = img.shape
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_,_,_,C = img.shape
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if C != 1:
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if C != 1:
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dtype = self.get_dtype()
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dtype = self.get_dtype()
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if C == 2:
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if C == 2:
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img = img[...,:1]
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img = img[...,:1]
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elif C >= 3:
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elif C >= 3:
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img = img[...,:3]
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img = img[...,:3]
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img = np.dot(img, np.array([0.1140, 0.5870, 0.2989], np.float32)) [...,None]
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img = np.dot(img, np.array([0.1140, 0.5870, 0.2989], np.float32)) [...,None]
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img = img.astype(dtype)
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img = img.astype(dtype)
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self._img = img
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self._img = img
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return self
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return self
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def resize(self, size : Tuple, interpolation : 'ImageProcessor.Interpolation' = None, new_ip=False ) -> 'ImageProcessor':
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def resize(self, size : Tuple, interpolation : 'ImageProcessor.Interpolation' = None, new_ip=False ) -> 'ImageProcessor':
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"""
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"""
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resize to (W,H)
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resize to (W,H)
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@ -492,6 +492,9 @@ class ImageProcessor:
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class Interpolation(IntEnum):
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class Interpolation(IntEnum):
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LINEAR = 0
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LINEAR = 0
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CUBIC = 1
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CUBIC = 1
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LANCZOS4 = 4
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_cv_inter = { ImageProcessor.Interpolation.LINEAR : cv2.INTER_LINEAR,
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_cv_inter = { ImageProcessor.Interpolation.LINEAR : cv2.INTER_LINEAR,
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ImageProcessor.Interpolation.CUBIC : cv2.INTER_CUBIC }
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ImageProcessor.Interpolation.CUBIC : cv2.INTER_CUBIC,
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ImageProcessor.Interpolation.LANCZOS4 : cv2.INTER_LANCZOS4,
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}
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