How can I see the model as visualized?

I am trying to do some sample code of GAN, here comes the generator. I want to see the visualized model but, this is not the model. Model.summary() is not the function of tensorflow but it is keras?? …

Reading Tensorflow Dataset changes bahaviour of `take()` and `skip()`

I am trying to inspect the labels inside my tensorflow dataset. However, the values of the labels change to something unexpected after using take() and skip(), depending on whether I inspect the data …

Getting the number of words from tf.Tokenizer after fitting

I initially tried making an RNN that can predict Shakespeare text, and I did it successfully using character level-encoding. But when I switched to word level encoding, I ran into a multitude of …

Reshaping MNIST for ResNet50

I am trying to train the mnist dataset on ResNet50 using the Keras library. The shape of mnist is (28, 28, 1) however resnet50 required the shape to be (32, 32, 3) How can I convert the mnist dataset …

Why is Keras complaining about incompatible input shape in this case?

I have trained a Keras-based autoencoder model with the following input layer: depth = 1 width = height = 100 input_shape = (height, width, depth) inputs = Input(shape=input_shape) # rest of network …

How to use tf.keras.utils.Sequence with model.fit() in Tensorflow 2?

I want to train a model with a custom generator class but model.fit() gives me this error: Traceback (most recent call last): File “C:/Users/benja/PycharmProjects/mri/modelTrainer.py&…

How to train a Keras autoencoder with custom dataset?

I am reading this tutorial in order to create my own autoencoder based on Keras. I followed the tutorial step by step, the only difference is that I want to train the model using my own images data …

Traing a CNN using Prelu activation function

I’m trying to train the model using prelu activation function, but I get the following error ————————————————————————— ValueError …

ValueError: Object arrays cannot be loaded when allow_pickle=False

I tried to get solution for this code , hoping for a positive response much_data = np.load(‘muchdata-50-50-20.npy’) output: ValueError Traceback (most recent call last)…

Concatenating empty array in Tensorflow

So basically, my question is the same as Concatenating empty array in Numpy but for Tensorflow. Mainly, the motivation is to handle the initial array in a prettier way that using a if statement. My …