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yizhangliu
commited on
Commit
•
46bf436
1
Parent(s):
43859c3
Update app.py
Browse files
app.py
CHANGED
@@ -104,7 +104,7 @@ def preprocess_mask(mask):
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mask = torch.from_numpy(mask)
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return mask
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-
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# alpha_channel = None
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# nparr = np.frombuffer(img_bytes, np.uint8)
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if gray:
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@@ -131,7 +131,8 @@ def model_process(image, mask):
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image_pil = Image.fromarray(image)
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mask_pil = Image.fromarray(mask).convert("L")
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print(f'image_pil_ = {image_pil.shape}')
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print(f'mask_pil_ = {mask_pil.shape}')
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image, alpha_channel = load_img(image)
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# Origin image shape: (512, 512, 3)
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@@ -185,9 +186,8 @@ def model_process(image, mask):
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# logger.info(f"Resized image shape: {image.shape}")
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print(f"Resized image shape: {image.shape} / {image[250][250]}")
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mask = np.array(mask_pil)
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mask = resize_max_size(mask, size_limit=size_limit, interpolation=interpolation)
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print(f"mask image shape: {mask.shape} / {type(mask)} / {mask[250][250]}")
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mask = torch.from_numpy(mask)
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return mask
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+
def load_img(nparr, gray: bool = False):
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# alpha_channel = None
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# nparr = np.frombuffer(img_bytes, np.uint8)
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if gray:
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image_pil = Image.fromarray(image)
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mask_pil = Image.fromarray(mask).convert("L")
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print(f'image_pil_ = {image_pil.shape}')
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print(f'mask_pil_ = {mask_pil.shape}')
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mask_pil.save(f'./mask_pil.png')
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image, alpha_channel = load_img(image)
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# Origin image shape: (512, 512, 3)
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# logger.info(f"Resized image shape: {image.shape}")
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print(f"Resized image shape: {image.shape} / {image[250][250]}")
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mask, _ = load_img(mask), gray=True)
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# mask = np.array(mask_pil)
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mask = resize_max_size(mask, size_limit=size_limit, interpolation=interpolation)
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print(f"mask image shape: {mask.shape} / {type(mask)} / {mask[250][250]}")
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