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@panzi
Created July 5, 2021 16:00
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Python: Convert PIL.Image to OpenCV BGR(A)/grayscale image (NumPy array). This supports the most common image modes, but there are more! Patches for those are welcome.
from PIL import Image
import numpy as np
import cv2
def pil2cv(image: Image) -> np.ndarray:
mode = image.mode
new_image: np.ndarray
if mode == '1':
new_image = np.array(image, dtype=np.uint8)
new_image *= 255
elif mode == 'L':
new_image = np.array(image, dtype=np.uint8)
elif mode == 'LA' or mode == 'La':
new_image = np.array(image.convert('RGBA'), dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_RGBA2BGRA)
elif mode == 'RGB':
new_image = np.array(image, dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_RGB2BGR)
elif mode == 'RGBA':
new_image = np.array(image, dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_RGBA2BGRA)
elif mode == 'LAB':
new_image = np.array(image, dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_LAB2BGR)
elif mode == 'HSV':
new_image = np.array(image, dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_HSV2BGR)
elif mode == 'YCbCr':
# XXX: not sure if YCbCr == YCrCb
new_image = np.array(image, dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_YCrCb2BGR)
elif mode == 'P' or mode == 'CMYK':
new_image = np.array(image.convert('RGB'), dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_RGB2BGR)
elif mode == 'PA' or mode == 'Pa':
new_image = np.array(image.convert('RGBA'), dtype=np.uint8)
new_image = cv2.cvtColor(new_image, cv2.COLOR_RGBA2BGRA)
else:
raise ValueError(f'unhandled image color mode: {mode}')
return new_image
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