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autoencoder

Tensorflow 

[FIXED] Can autoencoders be used to extract useful (not truthful) representations?

October 24, 2022 Nick 0 Comments autoencoder, keras, neural-network, representation, tensorflow

Issue I’m looking for a neural network model that can extract useful information from an image. Here "useful" is arbitrarily

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Tensorflow 

[FIXED] How to zip images to images as targets in tf.data.Dataset

July 18, 2022 Nick 0 Comments autoencoder, keras, python, tensorflow, tensorflow-datasets

Issue I’m trying to train an CNN autoencoder model on a pretty big dataset so I’m using tf.data.Dataset. I’ve been

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Tensorflow 

[FIXED] Varational autoencoder using tf.GradientTape

June 8, 2022 Nick 0 Comments autoencoder, gradienttape, keras, python, tensorflow

Issue Here is an example of tensorflow GradientTape provided by keras for a typical variotional autoencoder: VAE-keras-example The train_step function

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Tensorflow 

[FIXED] How to save Keras encoder and decoder separately?

June 8, 2022 Nick 0 Comments autoencoder, checkpoint, keras, python, tensorflow

Issue I have created an autoencoder using a separate encoder and decoder as described in this link. Split autoencoder on

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Tensorflow 

[FIXED] How to use data generator to train an autoencoder?

June 8, 2022 Nick 0 Comments autoencoder, keras, python, tensorflow

Issue I am trying to train an autoencoder and I want to feed the data using a data generator API

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Tensorflow 

[FIXED] movie similarity using Word2Vec and deep Convolutional Autoencoders

June 8, 2022 Nick 0 Comments autoencoder, deep-learning, keras, tensorflow, word2vec

Issue i am new to python and i am trying to create a model that can measure how similar movies

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Tensorflow 

[FIXED] how to save best weights and best model using keras

June 8, 2022 Nick 0 Comments autoencoder, deep-learning, keras, python, tensorflow

Issue Experts, I’m new to the machine learning and using Keras API with TensorFlow back-end to train a machine learning

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