画像をプログラムに読み込ませて種類を判別するためのラベル付けで詰まりました
保存された画像をプログラムに読み込ませ、「その画像が車か電車か船か」を判別するためのラベル付けで詰まりました。プログラムを実行すると、以下のエラーが表示されてしまいます。
全くの初心者なのでわからないですが、自分の打ったもの(書籍の丸写し)が違うというより環境が整ってないということでエラーが出てしまったのかなと思いました。
ご回答よろしくお願いします。参考書籍は「稼ぐAI」というものです。
プログラム
from keras.models import Sequential
from keras.layers import Activation, Dense, Dropout, Conv2D, MaxPooling2D, Flatten
from keras.utils.np_utils import to_categorical
from keras.optimizers import Adam
import numpy as np
from PIL import Image
import os
image_list = []
label_list = []
basedir='./data/'
label_name=['car','train','ship']
traindir=basedir + 'training/'
for dir in os.listdir(traindir):
if dir == '.DS_Store':
continue
dir1 = traindir + dir
label = 0
if dir == label_name[0]:
label = 0
elif dir == label_name[1]:
label = 1
elif dir == label_name[2]:
label = 2
for file in os.listdir(dir1):
if file != '.DS_Store':
label_list.append(label)
filepath = dir1 + '/' + file
image = np.array(Image.open(filepath).convert('RGB').resize((100, 100)))
image_list.append(image / 255.)
X = np.array(image_list)
Y = to_categorical(label_list)
エラーメッセージ
ImportError Traceback (most recent call last)
~\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py in <module>
57
---> 58 from tensorflow.python.pywrap_tensorflow_internal import *
59 from tensorflow.python.pywrap_tensorflow_internal import __version__
~\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py in <module>
27 return _mod
---> 28 _pywrap_tensorflow_internal = swig_import_helper()
29 del swig_import_helper
~\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py in swig_import_helper()
23 try:
---> 24 _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
25 finally:
~\Anaconda3\lib\imp.py in load_module(name, file, filename, details)
241 else:
--> 242 return load_dynamic(name, filename, file)
243 elif type_ == PKG_DIRECTORY:
~\Anaconda3\lib\imp.py in load_dynamic(name, path, file)
341 name=name, loader=loader, origin=path)
--> 342 return _load(spec)
343
ImportError: DLL load failed: ダイナミック リンク ライブラリ (DLL) 初期化ルーチンの実行に失敗しました。
During handling of the above exception, another exception occurred:
ImportError Traceback (most recent call last)
<ipython-input-34-fc06df009de9> in <module>
----> 1 from keras.models import Sequential
2 from keras.layers import Activation, Dense, Dropout, Conv2D, MaxPooling2D, Flatten
3 from keras.utils.np_utils import to_categorical
4 from keras.optimizers import Adam
5 import numpy as np
~\Anaconda3\lib\site-packages\keras\__init__.py in <module>
1 from __future__ import absolute_import
2
----> 3 from . import utils
4 from . import activations
5 from . import applications
~\Anaconda3\lib\site-packages\keras\utils\__init__.py in <module>
4 from . import data_utils
5 from . import io_utils
----> 6 from . import conv_utils
7
8 # Globally-importable utils.
~\Anaconda3\lib\site-packages\keras\utils\conv_utils.py in <module>
7 from six.moves import range
8 import numpy as np
----> 9 from .. import backend as K
10
11
~\Anaconda3\lib\site-packages\keras\backend\__init__.py in <module>
87 elif _BACKEND == 'tensorflow':
88 sys.stderr.write('Using TensorFlow backend.\n')
---> 89 from .tensorflow_backend import *
90 else:
91 # Try and load external backend.
~\Anaconda3\lib\site-packages\keras\backend\tensorflow_backend.py in <module>
3 from __future__ import print_function
4
----> 5 import tensorflow as tf
6 from tensorflow.python.framework import ops as tf_ops
7 from tensorflow.python.training import moving_averages
~\Anaconda3\lib\site-packages\tensorflow\__init__.py in <module>
26
27 # pylint: disable=g-bad-import-order
---> 28 from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
29 from tensorflow.python.tools import module_util as _module_util
30
~\Anaconda3\lib\site-packages\tensorflow\python\__init__.py in <module>
47 import numpy as np
48
---> 49 from tensorflow.python import pywrap_tensorflow
50
51 # Protocol buffers
~\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py in <module>
72 for some common reasons and solutions. Include the entire stack trace
73 above this error message when asking for help.""" % traceback.format_exc()
---> 74 raise ImportError(msg)
75
76 # pylint: enable=wildcard-import,g-import-not-at-top,unused-import,line-too-long
ImportError: Traceback (most recent call last):
File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py", line 58, in <module>
from tensorflow.python.pywrap_tensorflow_internal import *
File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 28, in <module>
_pywrap_tensorflow_internal = swig_import_helper()
File "C:\Users\User\Anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
_mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
File "C:\Users\User\Anaconda3\lib\imp.py", line 242, in load_module
return load_dynamic(name, filename, file)
File "C:\Users\User\Anaconda3\lib\imp.py", line 342, in load_dynamic
return _load(spec)
ImportError: DLL load failed: ダイナミック リンク ライブラリ (DLL) 初期化ルーチンの実行に失敗しました。
Failed to load the native TensorFlow runtime.
See https://www.tensorflow.org/install/errors
for some common reasons and solutions. Include the entire stack trace
above this error message when asking for help.