Category "tensorflow"

How to test my trained Tensor Flow model

I currently have a regression model that tries to predict a value based on 25 other ones. Here is the code I currently gave import tensorflow as tf import n

How to load data from a downloaded tar.gz file in tensorflow/keras?

Tensorflow datasets or tfds automatically starts downloading the data I want. I have cifar10 downloaded in my system. I can directly load the data in pytorch us

input_shape of Conv1D layer Keras

I am trying to make a CNN model for binary classification of a non-image dataset. My model/ code is working and producing very good results (accuracies are high

error: OpenCV(4.1.0) error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize'

This is the error I get: error: OpenCV(4.1.0) C:\projects\opencv-python\opencv\modules\imgproc\src\resize.cpp:3718: error: (-215:Assertion failed) !ssize.empty

Sparse Categorical CrossEntropy shape problem with Keras

I have a multiclass problem where an image can be one of three classes (Masked, UnMasked, Hybrid). I am using image_dataset_from_directory from keras preprocess

Error: ValueError: The last dimension of the inputs to `Dense` should be defined. Found `None`

I'm trying to build a lstm model for text classification and I'm receiving an error. This is my entire code that I've tried. Please let me know what's the reas

Tensorflow and Multiprocessing: Passing Sessions

I have recently been working on a project that uses a neural network for virtual robot control. I used tensorflow to code it up and it runs smoothly. So far, I

Create custom convolution layer and compare two keras layers

I am currently creating a network in keras to perform harmonic/percussive source separation on an audio spectrogram using a median filtering technique (http://d

Validation loss and loss stuck at 0

I am trying to train a classification problem with two labels to predict. For some reason, my validation_loss and my loss are always stuck at 0 when training. W

Using TensorFlow in IDE on Windows

I have used the Docker installation as suggested at https://bishnusarker.wordpress.com/2015/11/11/how-to-install-google-tensorflow-in-your-windows-machine-using

Using TensorFlow in IDE on Windows

I have used the Docker installation as suggested at https://bishnusarker.wordpress.com/2015/11/11/how-to-install-google-tensorflow-in-your-windows-machine-using

Using TensorFlow in IDE on Windows

I have used the Docker installation as suggested at https://bishnusarker.wordpress.com/2015/11/11/how-to-install-google-tensorflow-in-your-windows-machine-using

Using TensorFlow in IDE on Windows

I have used the Docker installation as suggested at https://bishnusarker.wordpress.com/2015/11/11/how-to-install-google-tensorflow-in-your-windows-machine-using

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