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on
Zero
Running
on
Zero
File size: 1,687 Bytes
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import numpy as np
# -------------------------------------------------------------------------
# 1) util func
# -------------------------------------------------------------------------
def c_crop(image):
width, height = image.size
new_size = min(width, height)
left = (width - new_size) / 2
top = (height - new_size) / 2
right = (width + new_size) / 2
bottom = (height + new_size) / 2
return image.crop((left, top, right, bottom))
def pad64(x):
return int(np.ceil(float(x) / 64.0) * 64 - x)
def HWC3(x):
assert x.dtype == np.uint8
if x.ndim == 2:
x = x[:, :, None]
assert x.ndim == 3
H, W, C = x.shape
assert C == 1 or C == 3 or C == 4
if C == 3:
return x
if C == 1:
return np.concatenate([x, x, x], axis=2)
if C == 4:
color = x[:, :, 0:3].astype(np.float32)
alpha = x[:, :, 3:4].astype(np.float32) / 255.0
y = color * alpha + 255.0 * (1.0 - alpha)
y = y.clip(0, 255).astype(np.uint8)
return y
def print_load_warning(missing: list = None, unexpected: list = None) -> None:
if missing is not None and unexpected is not None and len(missing) > 0 and len(unexpected) > 0:
print(f"Got {len(missing)} missing keys:\n\t" + "\n\t".join(missing))
print("\n" + "-" * 79 + "\n")
print(f"Got {len(unexpected)} unexpected keys:\n\t" + "\n\t".join(unexpected))
elif missing is not None and len(missing) > 0:
print(f"Got {len(missing)} missing keys:\n\t" + "\n\t".join(missing))
elif unexpected is not None and len(unexpected) > 0:
print(f"Got {len(unexpected)} unexpected keys:\n\t" + "\n\t".join(unexpected))
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