我在这段代码中看到了这一行:
class RandomTranslate(object):
def __init__(self, translate = 0.2, diff = False):
self.translate = translate
if type(self.translate) == tuple:
assert len(self.translate) == 2, "Invalid range"
assert self.translate[0] > 0 & self.translate[0] < 1
assert self.translate[1] > 0 & self.translate[1] < 1
else:
assert self.translate > 0 and self.translate < 1
self.translate = (-self.translate, self.translate)
self.diff = diff
def __call__(self, img):
#Chose a random digit to scale by
img_shape = img.shape
#translate the image
#percentage of the dimension of the image to translate
translate_factor_x = random.uniform(*self.translate)
translate_factor_y = random.uniform(*self.translate)
if not self.diff:
translate_factor_y = translate_factor_x
canvas = np.zeros(img_shape).astype(np.uint8)
corner_x = int(translate_factor_x*img.shape[1]) ## HERE
corner_y = int(translate_factor_y*img.shape[0]) ## AND HERE
#change the origin to the top-left corner of the translated box
orig_box_cords = [max(0,corner_y), max(corner_x,0), min(img_shape[0], corner_y + img.shape[0]), min(img_shape[1],corner_x + img.shape[1])]
mask = img[max(-corner_y, 0):min(img.shape[0], -corner_y + img_shape[0]), max(-corner_x, 0):min(img.shape[1], -corner_x + img_shape[1]),:]
canvas[orig_box_cords[0]:orig_box_cords[2], orig_box_cords[1]:orig_box_cords[3],:] = mask
img = canvas
return img
我也不知道这意味着什么,也无法完全查找它。...github上的整个代码。