how to modify image depths in python-opencv
Unlike c++-opencv, Python-OpenCV doesn't have a function like convertTo. But we can modify image data types using Numpy.
For example, we have an image of image depth cv2.CV_64FC1 and we want to change the depth to cv2.CV_8UC1
import numpy as np # note original_img mustn't have any pixel values smaller than 0 max_pixel=np.amax(original_img) img=original_img/max_pixel*255 img=img.astype(np.uint8)
Since an image is processed as an array, many functions in OpenCV also have their equivalents in Numpy. And Python-OpenCV is more powerful with the help of Numpy