Tensorflow – Dense and Convolutional layers connection
Issue I’m new to Deep Learning and I can’t find anywhere how to do the bottleneck in my AE with…
Category: Tensorflow
Convert CNN-LSTM model to 1D-CNN model dimension error – `logits` and `labels` must have the same shape
Issue I have a CNN-LSTM model which I want to convert into a simple CNN model for results comparison. This…
tensorflow can not convert keras model to tensorflow lite
Issue so this is my model model = tf.keras.Sequential([ layers.Dense(40, activation=’tanh’), layers.Dense(9) ]) learning_rate=tf.keras.optimizers.schedules.ExponentialDecay( initial_learning_rate=0.001, decay_steps=640000, decay_rate=0.001, ) model.compile( optimizer=tf.keras.optimizers.Adam(learning_rate=learning_rate),…
Cannot load checkpoints
Issue I taught a model (tensorflow tutorial) in Jupyter then saved it, then succesfully loaded it back (kernel was restarted)….
How to print the results of CNN model?
Issue I have tried to train the CNN model with about 700 images and 35 classes with the lines of…
How to perform custom operations in between keras layers?
Issue I have one input and one output neural network and in between I need to perform small operation. I…
Different Results between Sequential and Model in Tensorflow despite same Build up
Issue I am trying to move a sequential neural network from the time series tutorial on the Tensorflow website to…
Tensorflow Keras takes forever to load when modules defined inside function using multiprocessing
Issue I have a GUI that allows the user to classify the images and train the CNN model or run…
Keras RNN, incorrect shape of input even though shape is shown as correct
Issue I am attempting to train an RNN to classify texts. On my computer, i have a large text file…
Convert a tensorflow script to pytorch (TransformedDistribution)
Issue I am trying to rewrite a tensorflow script in pytorch. I have a problem finding the equivalent part in…