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how to save image of loaded keras model as png/jpg?
Keras, how do I predict after I trained a model?Load Alexnet weights into keras model using theano backendHow to continue training for a saved and then loaded Keras model?Keras Model returning same resultLoading model with custom loss + kerasError loading the saved optimizer. keras python raspberryLoad keras model with tflearnHow to save a trained model in Keras to use it in an application?How to restore the session from keras training modelTensorflow load and save model
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I have trained a keras model and saved it to later make predictions. However, I loaded the saved model using:
from keras.models import load_model
#Restore saved keras model
restored_keras_model = load_model("C:/*******/saved_model.hdf5")
Now I would like to save an image of the loaded model so I can visualize it before using it before making predictions.
Is there a way of doing this in keras or is the use of another library required?
python-3.x tensorflow keras
asked Mar 25 at 8:46
KusiKusi
146110
add a comment |
I have trained a keras model and saved it to later make predictions. However, I loaded the saved model using:
from keras.models import load_model
#Restore saved keras model
restored_keras_model = load_model("C:/*******/saved_model.hdf5")
Now I would like to save an image of the loaded model so I can visualize it before using it before making predictions.
Is there a way of doing this in keras or is the use of another library required?
python-3.x tensorflow keras
asked Mar 25 at 8:46
KusiKusi
146110
add a comment |
I have trained a keras model and saved it to later make predictions. However, I loaded the saved model using:
from keras.models import load_model
#Restore saved keras model
restored_keras_model = load_model("C:/*******/saved_model.hdf5")
Now I would like to save an image of the loaded model so I can visualize it before using it before making predictions.
Is there a way of doing this in keras or is the use of another library required?
python-3.x tensorflow keras
asked Mar 25 at 8:46
KusiKusi
146110
I have trained a keras model and saved it to later make predictions. However, I loaded the saved model using:
from keras.models import load_model
#Restore saved keras model
restored_keras_model = load_model("C:/*******/saved_model.hdf5")
Now I would like to save an image of the loaded model so I can visualize it before using it before making predictions.
Is there a way of doing this in keras or is the use of another library required?
python-3.x tensorflow keras
python-3.x tensorflow keras
asked Mar 25 at 8:46
KusiKusi
146110
asked Mar 25 at 8:46
KusiKusi
146110
asked Mar 25 at 8:46
KusiKusi
146110
asked Mar 25 at 8:46
KusiKusi
146110
asked Mar 25 at 8:46
KusiKusi
146110
146110
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
Yes, in addition to doing a restored_keras_model.summary(), you can save the model architecture as a png file using the plot_model API.
from keras.utils import plot_model
plot_model(restored_keras_model, to_file='model.png')
https://keras.io/visualization/#model-visualization
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
add a comment |
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1 Answer
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1 Answer
1
active
oldest
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active
oldest
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active
oldest
votes
Yes, in addition to doing a restored_keras_model.summary(), you can save the model architecture as a png file using the plot_model API.
from keras.utils import plot_model
plot_model(restored_keras_model, to_file='model.png')
https://keras.io/visualization/#model-visualization
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
add a comment |
Yes, in addition to doing a restored_keras_model.summary(), you can save the model architecture as a png file using the plot_model API.
from keras.utils import plot_model
plot_model(restored_keras_model, to_file='model.png')
https://keras.io/visualization/#model-visualization
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
add a comment |
Yes, in addition to doing a restored_keras_model.summary(), you can save the model architecture as a png file using the plot_model API.
from keras.utils import plot_model
plot_model(restored_keras_model, to_file='model.png')
https://keras.io/visualization/#model-visualization
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
Yes, in addition to doing a restored_keras_model.summary(), you can save the model architecture as a png file using the plot_model API.
from keras.utils import plot_model
plot_model(restored_keras_model, to_file='model.png')
https://keras.io/visualization/#model-visualization
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
answered Mar 25 at 9:08
Manoj MohanManoj Mohan
1,831510
1,831510
add a comment |
add a comment |
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