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Showing posts with the label Keras

Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

I am trying to create a simple CNN to classify images in MNIST dataset. The model achieved an accep… Read more Why The Model Is Training On Only 1875 Training Set Images If There Are 60000 Images In The Mnist Dataset?

Performing 1d Convolution Using 2d Kernel In Keras

I am currently working on a CNN network, in which i want to apply a 2d kernel on a image, but it on… Read more Performing 1d Convolution Using 2d Kernel In Keras

How To Split Dataset Into K-fold Without Loading The Whole Dataset At Once?

I can't load all of my dataset at once, so I used tf.keras.preprocessing.image_dataset_from_dir… Read more How To Split Dataset Into K-fold Without Loading The Whole Dataset At Once?

Keras Maxpooling2d Layer Gives Valueerror

I am trying to replicate VGG16 model in keras, the following is my code: model = Sequential() model… Read more Keras Maxpooling2d Layer Gives Valueerror

Keras Custom Loss Function Not Printing Value Of Tensor

I am writing just a simple loss function in which I have to convert the tensor to numpy array(it… Read more Keras Custom Loss Function Not Printing Value Of Tensor

Elephas Not Loaded In Pyspark: No Module Named Elephas.spark_model

I am trying to distribute Keras training on a cluster and use Elephas for that. But, when running t… Read more Elephas Not Loaded In Pyspark: No Module Named Elephas.spark_model