images of same shape do not always return same number of patches
aegonwolf opened this issue · 0 comments
aegonwolf commented
I'm running the latest version of patchify 0.2.3.
I'm creating patches for a dataset with tifs and masks each of which have the same shape (I run a check).
def make_patches(path, channels):
flag = 1 if channels == 3 else 0
image = cv2.imread(path, flag)
SIZE_X = (image.shape[1]//patch_size)*patch_size
SIZE_Y = (image.shape[0]//patch_size)*patch_size
image = image[:SIZE_Y, :SIZE_X]
#Extract patches from each image
if channels == 3:
patches_img = patchify(image, (patch_size, patch_size, channels), step=patch_size)
patches_img = np.reshape(patches_img, (-1, patch_size, patch_size, channels))
else:
patches_img = patchify(image, (patch_size, patch_size), step=patch_size)
patches_img = np.reshape(patches_img, (-1, patch_size, patch_size, 1))
return patches_img
the pngs are single channel.
Why would patchify create a different number of patches for images of the same dimensions (width, height)?