from matplotlib import units import numpy as np from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense from tensorflow.keras
I try to find a proper solution to convert a rgb mask from "cam vid" dataset to categorical mask. I have the list of rgb value and corresponding label. What is
I am trying to train a model based on the U-Net architecture. I am using two data generators (one for training, the other one for validation). However, whatever
I am training convolutional autoencoder and I have this code for loading data (images): train_ds = tf.keras.preprocessing.image_dataset_from_directory( 'pat
I am trying to write a custom metric in keras like this: def C_index1(E,T): T = T.reshape(len(T),1) T_ind = T > T.T E_ind = E.reshape(len(E),1) E_ind
I'm a beginner of data-science and by now, I'm trying to migrate old code keras cpu modelling to gpu-tensorflow. fyi: I'm following instruction on prof.jeffheat
I plan to transfer my Keras model to embedded C code. In order to do that, I'm first validating in python whether my calculations are correct. There are some er
I am trying to use Keras for an attention mechanism in a machine translation using an LSTM network. However, I get a TypeError exception when in my code. TypeEr
I have trained a VAE and now I am trying to predict new data using this dataset. I have taken the predict code line from this tutorial. However, when I run the
I'd like to train a simple LSTM model for sequence data with 128 time steps with 6 features for 118 multi-classes. The dimensions of the dataset are shown belo
I am trying to build a ANN model using Tensorflow library on Spyder. Afte ı set my training and test data, ı imported the keras library as seen below
I am using Anaconda and Jupyter Notebook. I need a tensorflow_hub to import the ResNet model, however, I get the error No module named Keras. I've installed ker
I am having a use case where I need to predict n number of future values after using the given data. eg: I have data from Jan 1 2021 - Jan 1 2022. I need to pre
I'm trying to make a denoise autoencoder wherein the encoder part is vgg16 and decoder is opposite of vgg16(encoder) network. My dataset consists of 5K images i
I am trying to run a TensorFlow-lite model on my App on a smartphone. First, I trained the model with numerical data using LSTM and build the model layer using
The classifier script I wrote is working fine and recently added weight balancing to the fitting. Since I added the weight estimate function using 'sklearn' lib
Here I have a pytorch tensor object which I need to use for training a neural network. Can pytorch tensors be used for training a keras neural network and if so
My input is a array of 64 integers. model = Sequential() model.add( Input(shape=(68,), name="input")) model.add(Conv1D(64, 2, activation="relu", padding="same",
I'm Trying to making DNN using Wide Deep Nural Network using keras the following code produces the following after trying to implement it, I also making my cust
I am working on a project on Reinforcement Learning - and completely new at this. I installed keras-rl as pip install keras-rl, however it caused an error as ma