我正在尝试从CIFAR-10
数据二进制文件中提取图像,即data_batch_1.bin
为.jpg
。
但是在做unpickle的时候我遇到了错误。
我的代码是:
from PIL import Image
import numpy
def unpickle(file):
import pickle
with open(file, 'rb') as fo:
dict = pickle.load(fo)
return dict
def save_as_image(img_flat):
"""
Saves a data blob as an image file.
"""
# consecutive 1024 entries store color channels of 32x32 image
img_R = img_flat[0:1024].reshape((32, 32))
img_G = img_flat[1024:2048].reshape((32, 32))
img_B = img_flat[2048:3072].reshape((32, 32))
img = numpy.dstack((img_R, img_G, img_B))
im = Image.fromarray(img)
im.show()
abc = unpickle("/home/ubuntu/visit/cifar-10-batches-bin/data_batch_1.bin")
#print(abc)
data = abc["data"]
save_as_image(data[0])
我收到如下错误:
Traceback (most recent call last):
File "load.py", line 24, in <module>
abc = unpickle("/home/ubuntu/visit/cifar-10-batches-bin/data_batch_1.bin")
File "load.py", line 7, in unpickle
dict = pickle.load(fo)
File "/usr/lib/python2.7/pickle.py", line 1378, in load
return Unpickler(file).load()
File "/usr/lib/python2.7/pickle.py", line 858, in load
dispatch[key](self)
KeyError: '\x06'
这个问题可能是什么原因?