Does knowledge distillation have an ensemble effect?
Issue I don’t know much about knowledge distillation. I have a one question. There is a model with showing 99%…
Category: Tensorflow
How do I get network activations of all units in all layers in a network in all timesteps?
Issue I would like to inspect the activities of all the units in all layers of a recurrent neural network…
Increase the speed for image classification of Tensorflow
Issue Using instructions from Link, I have retrained tensorflow inception for new categories. But I noticed that subsequently if I…
Tensorflow Label_Image for PNG, GIF etc
Issue I was playing around with Tensorflow for image classification. I used the image_retraining/retrain.py to retrain the inception library with…
Convert image sequences to 4D tensor/ .npy in Python
Issue I have a sequence of 2D images (how it has propagated through each time step) depicting a single simulation….
Error module 'keras.optimizers' has no attribute 'RMSprop'
Issue I am running this code below and it returned an error AttributeError: module ‘keras.optimizers’ has no attribute ‘RMSprop’. I…
What is the use of the ID field in the source code?
Issue Building a One Hot Encoding Layer with TensorFlow One-Hot Encoder Check out the following source code: import pandas as…
How do I load my dataset into Pytorch or Keras?
Issue I’m learning to build a neural network using either Pytorch or Keras. I have my images in two separate…
module 'h5py' has no attribute 'File' when trying to save a tensorflow model
Issue So I Just made a small NN with the MNIST Digit Database and I’m trying to save it. Here…
Are we loosing data when we use .next() or .take() on tf.keras.preprocessing.image_dataset_from_directory object?
Issue I create a data generator like this: # Create test_dataset test_dataset = \ tf.keras.preprocessing.image_dataset_from_directory(directory=test_dir, labels=’inferred’, label_mode=’int’, class_names=None, seed=42, )…