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Showing posts with the label Tensorflow

Tensorflow-io Dataset Input Pipeline With Very Large Hdf5 Files

I have very big training (30Gb) files. Since all the data does not fit in my available RAM, I want … Read more Tensorflow-io Dataset Input Pipeline With Very Large Hdf5 Files

Time Comparison For Tensorflow Operation And Numpy Multiplication

I've been trying to optimize my computations; and for most operations that I've tried, tens… Read more Time Comparison For Tensorflow Operation And Numpy Multiplication

Keras Model For Siamese Network Not Learning And Always Predicting The Same Ouput

I am trying to train a Siamese neural network using Keras, with the goal of identifying if 2 images… Read more Keras Model For Siamese Network Not Learning And Always Predicting The Same Ouput

Non-identical Results From String Identifier And Actual Class Names For Activations, Loss Functions, And Metrics

I have the following keras model that is working fine: model = tf.keras.Sequential( [ #fir… Read more Non-identical Results From String Identifier And Actual Class Names For Activations, Loss Functions, And Metrics

Tensorflow: Error While Loading Pre-trained Resnet Model

I want to use a pre-trained ResNet model from Tensorflow. I downloaded the code (resnet_v1.py) for … Read more Tensorflow: Error While Loading Pre-trained Resnet Model

Tensorflow And Pycharm

I have an issues with tensorflow on pycharm. Whenever I import tensorflow in the linux terminal, it… Read more Tensorflow And Pycharm

Error: Process Finished With Exit Code 132 (interrupted By Signal 4: Sigill)

The Python interpreter just exits with: 'Process finished with exit code 132 (interrupted by s… Read more Error: Process Finished With Exit Code 132 (interrupted By Signal 4: Sigill)

Cv2 Image Error: Error: (-215:assertion Failed) !ssize.empty() In Function 'cv::resize'

I'm making an image classifier with TensorFlow and Python, but I'm having an error reading … Read more Cv2 Image Error: Error: (-215:assertion Failed) !ssize.empty() In Function 'cv::resize'

Keras Model Not Learning

My Keras model is not learning anything and I can't figure out why. I even reduced the training… Read more Keras Model Not Learning

Is Tensorflow Loading Twice In Pycharm?

I'm using flask as the web server running keras with tensor flow backend. Every time I restart … Read more Is Tensorflow Loading Twice In Pycharm?

During Creating Vae Model Throws Exception "you Should Implement A `call` Method."

I want to create VAE(variational autoencoder). During model creating it throws exception. When subc… Read more During Creating Vae Model Throws Exception "you Should Implement A `call` Method."

Determining If A Value Is In A Set In Tensorflow

The tf.logical_or, tf.logical_and, and tf.select functions are very useful. However, suppose you ha… Read more Determining If A Value Is In A Set In Tensorflow

How To Access Tensor Shape Within .map Function?

I have a dataset of audios in multiple lengths, and I want to crop all of them in 5 second windows … Read more How To Access Tensor Shape Within .map Function?

Failed To Convert A Numpy Array To A Tensor (unsupported Object Type Numpy.ndarray) On Imagedatagenerator In Keras

I have the following simple image data generator in Keras: import tensorflow as tf import numpy a… Read more Failed To Convert A Numpy Array To A Tensor (unsupported Object Type Numpy.ndarray) On Imagedatagenerator In Keras

Error Importing Tensorflow In Simple Python Code With Import

I am trying to run sample code in tensor flow with only one line - import tensorflow as tf. But it … Read more Error Importing Tensorflow In Simple Python Code With Import

How Do I Get Probability/confidence As Output For A Cnn Using Keras In Python?

So, I'm new to deep learning and I've started with cats and dogs dataset for a CNN Model us… Read more How Do I Get Probability/confidence As Output For A Cnn Using Keras In Python?

Conda - Installing Tensorflow From A .whl File Behind A Firewall

I have got an Anaconda3 with Python 3.6 (Spyder) environments, trying to install tensorflow, howeve… Read more Conda - Installing Tensorflow From A .whl File Behind A Firewall

Cant Install Tensorflow 2.2.0rc0 In Ubuntu With Github Actions Inside Setup.py

When i try to install tensorflow>=2.2.0rc0 from setup.py running python setup.py install from a … Read more Cant Install Tensorflow 2.2.0rc0 In Ubuntu With Github Actions Inside Setup.py

Tf.nn.sigmoid_cross_entropy_with_logits Companies About Arguments From Documentation

So I have the following model that I am wanting to test out an idea with. I am particularly interes… Read more Tf.nn.sigmoid_cross_entropy_with_logits Companies About Arguments From Documentation

Tensorflow 'module' Object Has No Attribute 'global_variables_initializer'

I'm new to Tensorflow I'm running a Deep learning Assignment from Udacity on iPython notebo… Read more Tensorflow 'module' Object Has No Attribute 'global_variables_initializer'