我正在学习深度学习，在这个过程中，我正在学习使用Python和Keras进行数据增强。数据增强用于从一张图片创建更多的图片，所以我编写了下面的代码，但它会给我一个我无法理解的错误。有人能告诉我如何解决这个问题吗？下面是错误信息：
OSError: [WinError 126] The specified module could not be found OSError Traceback (most recent call last)<ipython-input-4-c3f56c851248> in <module> 4 ## In data augmentation we create more images from one image 5 ----> 6 from keras.preprocessing.Image import ImageDataGenerator, array_to_img, img_to_array, load_img 7 datagen = imageDataGenerator( 8 rotation_range=40,~\anaconda3\envs\myenv\lib\site-packages\keras\__init__.py in <module> 19 """ 20 # pylint: disable=unused-import---> 21 from tensorflow.python import tf2 22 from keras import distribute 23 ~\anaconda3\envs\myenv\lib\site-packages\tensorflow\__init__.py in <module> 39 import sys as _sys 40 ---> 41 from tensorflow.python.tools import module_util as _module_util 42 from tensorflow.python.util.lazy_loader import LazyLoader as _LazyLoader 43 ~\anaconda3\envs\myenv\lib\site-packages\tensorflow\python\__init__.py in <module> 46 from tensorflow.python import data 47 from tensorflow.python import distribute---> 48 from tensorflow.python import keras 49 from tensorflow.python.feature_column import feature_column_lib as feature_column 50 from tensorflow.python.layers import layers~\anaconda3\envs\myenv\lib\site-packages\tensorflow\python\keras\__init__.py in <module> 23 24 # See b/110718070#comment18 for more details about this import.---> 25 from tensorflow.python.keras import models 26 27 from tensorflow.python.keras.engine.input_layer import Input~\anaconda3\envs\myenv\lib\site-packages\tensorflow\python\keras\models.py in <module> 23 from tensorflow.python.keras.engine import sequential 24 from tensorflow.python.keras.engine import training---> 25 from tensorflow.python.keras.engine import training_v1 26 from tensorflow.python.keras.engine.base_layer import AddMetric 27 from tensorflow.python.keras.engine.base_layer import Layer~\anaconda3\envs\myenv\lib\site-packages\tensorflow\python\keras\engine\training_v1.py in <module> 44 from tensorflow.python.keras.engine import base_layer 45 from tensorflow.python.keras.engine import training as training_lib---> 46 from tensorflow.python.keras.engine import training_arrays_v1 47 from tensorflow.python.keras.engine import training_distributed_v1 48 from tensorflow.python.keras.engine import training_eager_v1~\anaconda3\envs\myenv\lib\site-packages\tensorflow\python\keras\engine\training_arrays_v1.py in <module> 35 36 try:---> 37 from scipy.sparse import issparse # pylint: disable=g-import-not-at-top 38 except ImportError: 39 issparse = None~\anaconda3\envs\myenv\lib\site-packages\scipy\__init__.py in <module> 134 135 # Allow distributors to run custom init code--> 136 from . import _distributor_init 137 138 from scipy._lib import _pep440~\anaconda3\envs\myenv\lib\site-packages\scipy\_distributor_init.py in <module> 57 os.chdir(libs_path) 58 for filename in glob.glob(os.path.join(libs_path, '*dll')):---> 59 WinDLL(os.path.abspath(filename)) 60 finally: 61 os.chdir(owd)~\anaconda3\envs\myenv\lib\ctypes\__init__.py in __init__(self, name, mode, handle, use_errno, use_last_error) 362 363 if handle is None:--> 364 self._handle = _dlopen(self._name, mode) 365 else: 366 self._handle = handleOSError: [WinError 126] The specified module could not be found这是我的代码。
## 使用Python和Keras进行数据增强## 什么是数据增强？## 在数据增强中，我们从一张图片创建更多的图片from keras.preprocessing.Image import ImageDataGenerator, array_to_img, img_to_array, load_imgdatagen = imageDataGenerator( rotation_range=40, widht_shift_range=0.2, height_shift_range=0.2, shear_range=0.2, zoom_range=0.2, horizontal_flip=True, fill_mode='nearest')img = load_img('Deep learning/CNN Work/Data Augmentation using python and keras/2.jpg') ## 这是一个PIL图像x = img_to_array(img) ## 这是一个形状为(3,150,150)的numpy数组x = x.reshape((1,) + x.shape) ## 这是一个形状为(1,3,150,150)的numpy数组## 下面的.flow()命令生成一批随机变换的图像## 并将结果保存到'preview/'目录i=0for batch in datagen.flow(x, batch_size=1, save_to_dir='preview', save_prefix='dog', save_format='jpeg'): i+=1 if i>20: break # 否则生成器循环将无限进行回答：
这对我来说会起作用
卸载Tensorflow和Keras，然后重新安装它们，答案在下面的链接中
查看stackoverflow.com/questions/53328808/… – 你的Tensorflow和Keras包组合有问题
