我正在尝试进行一些批量图像处理,但是一旦创建了图像,我就无法保存它们。以下是所有代码:
import Image
import os
import random
training_images = []
training_path = 'cropped'
background_images = []
background_path = 'background'
training_file = 'train'
def get_image_list(file_path):
return os.listdir(file_path)
def rotate_randomely(im):
number = random.randint(1, 6)
if number == 1:
return im.transpose(Image.FLIP_LEFT_RIGHT)
elif number == 2:
return im.transpose(Image.FLIP_TOP_BOTTOM)
elif number == 3:
return im.transpose(Image.ROTATE_90)
elif number == 4:
return im.transpose(Image.ROTATE_180)
elif number == 5:
return im.transpose(Image.ROTATE_270)
else:
return im
def get_random_point(maxX, maxY):
x = random.randint(0, maxX)
y = random.randint(0, maxY)
return x, y
def insert_image(from_image, onto_image):
from_image = resize_smaller(from_image, onto_image.size)
x, y = get_random_point(onto_image.size[0] - from_image.size[0], onto_image.size[1] - from_image.size[0])
onto_image.paste(from_image, (x, y))
width = from_image.size[0]
height = from_image.size[1]
return x, y, width, height
def resize_smaller(image, maxXY):
if image.size[0] > maxXY[0] or image.size[1] > maxXY[1]:
image = image.resize((image.size[0] / 2, image.size[1] / 2))
if image.size[0] > maxXY[0] or image.size[1] > maxXY[1]:
resize_smaller(image, maxXY)
else:
return image
training_images = get_image_list(training_path)
background_images = get_image_list(background_path)
print('training_images size', len(training_images))
print('background_images size', len(background_images))
for training_image in training_images:
index = 0
for background_image in background_images:
name = background_image
training_image = Image.open(training_path + '/' + training_image)
background_image = Image.open(background_path + '/' + background_image)
training_image = rotate_randomely(training_image)
x, y, width, height = insert_image(training_image, background_image)
background_image.save('images/' + str(index) + name)
index = index + 1
输出:
('training_images size', 7)
('background_images size', 1)
。所以它正确地找到了图像,但是当我查看结果时,只保存了一张图像,并且图像名称前只有一个 0。然而我知道它遍历了每张图片,所以应该有七张。
我已经看了一段时间了,我只是不知道我哪里出错了。我不知道 pil 的保存方法有什么奇怪的地方吗?