KenjieDec commited on
Commit
44922ab
·
1 Parent(s): 90faaf2
Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -21,14 +21,14 @@ def inference(file, mode):
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  if mode == "enhance":
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  model = {'name':'GPEN-512', 'size':512}
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  im = cv2.imread(file, cv2.IMREAD_COLOR)
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- faceenhancer = FaceEnhancement(size=model['size'], model=model['name'], channel_multiplier=2)
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  img, orig_faces, enhanced_faces = faceenhancer.process(im)
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  return enhanced_faces[0][:,:,::-1]
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  else:
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  model = {'name':'GPEN-1024-Color', 'size':1024}
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  grayf = cv2.imread(file, cv2.IMREAD_GRAYSCALE)
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  grayf = cv2.cvtColor(grayf, cv2.COLOR_GRAY2BGR) # channel: 1->3
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- facecolorizer = FaceColorization(size=model['size'], model=model['name'])
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  colorf = facecolorizer.process(grayf)
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  colorf = cv2.resize(colorf, (grayf.shape[1], grayf.shape[0]))
 
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  if mode == "enhance":
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  model = {'name':'GPEN-512', 'size':512}
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  im = cv2.imread(file, cv2.IMREAD_COLOR)
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+ faceenhancer = FaceEnhancement(size=model['size'], model=model['name'], channel_multiplier=2, device='cpu')
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  img, orig_faces, enhanced_faces = faceenhancer.process(im)
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  return enhanced_faces[0][:,:,::-1]
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  else:
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  model = {'name':'GPEN-1024-Color', 'size':1024}
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  grayf = cv2.imread(file, cv2.IMREAD_GRAYSCALE)
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  grayf = cv2.cvtColor(grayf, cv2.COLOR_GRAY2BGR) # channel: 1->3
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+ facecolorizer = FaceColorization(size=model['size'], model=model['name'], channel_multiplier=2, device='cpu')
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  colorf = facecolorizer.process(grayf)
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  colorf = cv2.resize(colorf, (grayf.shape[1], grayf.shape[0]))