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Showing posts with the label Keras

Val_loss Did Not Improve From Inf + Loss:nan Error While Training

I have a problem that occurs when I start training my model. This error says that val_loss did not … Read more Val_loss Did Not Improve From Inf + Loss:nan Error While Training

Keras Batchnormalization Population Parameters Update While Training In Tensorflow

I am using Keras 2.0.8 with Tensorflow 1.3.0 in Ubuntu 16.04 with Cuda 8.0 and cuDNN 6. I am using … Read more Keras Batchnormalization Population Parameters Update While Training In Tensorflow

How To Save Keras Model As Frozen Graph?

I am working with Tensorflow 2.0 and want to store the following Keras model as frozen graph. impo… Read more How To Save Keras Model As Frozen Graph?

Keras Model For Siamese Network Not Learning And Always Predicting The Same Ouput

I am trying to train a Siamese neural network using Keras, with the goal of identifying if 2 images… Read more Keras Model For Siamese Network Not Learning And Always Predicting The Same Ouput

How To Use .predict_generator() On New Images - Keras

I've used ImageDataGenerator and flow_from_directory for training and validation. These are my … Read more How To Use .predict_generator() On New Images - Keras

How Can You Get The Following(next) Value Of Stock Price(time Series) With List Using For Loop?

here is my code a = x_test[-1:] b = model.predict(a) c = model.predict(np.array([list(a[0,1:])+[b]]… Read more How Can You Get The Following(next) Value Of Stock Price(time Series) With List Using For Loop?

Input To Reshape Is A Tensor With 2 * "batch_size" Values, But The Requested Shape Has "batch_size"

I want to make a RNN using a Keras sequential model with a tensorflow backend. When I implement the… Read more Input To Reshape Is A Tensor With 2 * "batch_size" Values, But The Requested Shape Has "batch_size"

Can't Replicate A Matconvnet Cnn Architecture In Keras

I have the following architecture of a Convolutional Neural Network in matconvnet which I use to tr… Read more Can't Replicate A Matconvnet Cnn Architecture In Keras