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Update app.py
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app.py
CHANGED
@@ -91,7 +91,7 @@ def inference(file, mode):
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elif mode == "colorize":
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model = {'name':'GPEN-1024-Color', 'size':1024}
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grayf = cv2.imread("e.png", cv2.IMREAD_GRAYSCALE)
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grayf = cv2.cvtColor(grayf, cv2.COLOR_GRAY2BGR)
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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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@@ -101,8 +101,8 @@ def inference(file, mode):
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elif mode == "inpainting":
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model = {'name':'GPEN-Inpainting-1024', 'size':1024}
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faceinpainter = FaceInpainting(size=model['size'], model=model['name'], channel_multiplier=2, device='cpu')
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inpaint = faceinpainter.process(
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cv2.imwrite(os.path.join("output.png"), inpaint)
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return os.path.join("output.png")
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elif mode == "colorize":
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model = {'name':'GPEN-1024-Color', 'size':1024}
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grayf = cv2.imread("e.png", 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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elif mode == "inpainting":
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model = {'name':'GPEN-Inpainting-1024', 'size':1024}
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faceinpainter = FaceInpainting(size=model['size'], model=model['name'], channel_multiplier=2, device='cpu')
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im = np.asarray(brush_stroke_mask(Image.fromarray(im)))
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inpaint = faceinpainter.process(im)
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cv2.imwrite(os.path.join("output.png"), inpaint)
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return os.path.join("output.png")
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