我正在尝试打印VGG16模型的模型摘要,并绘制模型并将其保存在.png文件中。
from keras.applications.vgg16 import VGG16
from keras.utils.vis_utils import plot_model
#Creating the object of VGG16 model
model=VGG16()
print(model.summary())
plot_model(model,to_file='vgg.png')
我还根据建议的here安装了以下软件包。
pip install pydot
pip install graphviz
pip install pydot-ng
这是在Windows10机器上的Python3.5上运行的。
下面是错误:
追溯(最近一次通话):
File "<ipython-input-4-d5d9b64127c4>", line 1, in <module>
runfile('C:/Users/Mohanakrishna/Desktop/Work/ObjectDetection.py',
wdir='C:/Users/Mohanakrishna/Desktop/Work')
File "c:\users\mohanakrishna\appdata\local\programs\python\python35\lib\site-packages\spyder\utils\site\sitecustomize.py", line 705, in runfile
execfile(filename, namespace)
File "c:\users\mohanakrishna\appdata\local\programs\python\python35\lib\site-packages\spyder\utils\site\sitecustomize.py", line 102, in execfile
exec(compile(f.read(), filename, 'exec'), namespace)
File "C:/Users/Mohanakrishna/Desktop/Work/ObjectDetection.py", line 14, in <module>
plot_model(model,to_file='vgg.png')
File "c:\users\mohanakrishna\appdata\local\programs\python\python35\lib\site-packages\keras\utils\vis_utils.py", line 135, in plot_model
dot = model_to_dot(model, show_shapes, show_layer_names, rankdir)
File "c:\users\mohanakrishna\appdata\local\programs\python\python35\lib\site-packages\keras\utils\vis_utils.py", line 56, in model_to_dot
_check_pydot()
File "c:\users\mohanakrishna\appdata\local\programs\python\python35\lib\site-packages\keras\utils\vis_utils.py", line 31, in _check_pydot
raise ImportError('Failed to import pydot. You must install pydot'
ImportError: Failed to import pydot. You must install pydot and graphviz for `pydotprint` to work.
最佳答案
我有同样的问题。由于Windows 10上的任何原因,即使我将其添加到path中,也不想找到graphviz。所以最后我通过添加解决
os.environ["PATH"] += os.pathsep + 'C:/Program Files (x86)/Graphviz2.38/bin/'
到我的项目。
关于python - 无法导入pydot,我们在Stack Overflow上找到一个类似的问题:https://stackoverflow.com/questions/48507679/