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Tag: conv2d

Neural network Activation Visualization with tf-explain

Neural network Activation Visualization with tf-explain

Chris27 April 20205 May 20201 Comment
Deep learning models and especially neural networks have been used thoroughly over the past few years. There are many success...
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How to use Conv2D with Keras?

How to use Conv2D with Keras?

Chris30 March 202028 April 202010 Comments
One of the most widely used layers within the Keras framework for deep learning is the Conv2D layer. However, especially...
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How to use Cropping layers with TensorFlow and Keras?

How to use Cropping layers with TensorFlow and Keras?

Chris5 February 20205 November 2020Leave a comment
Sometimes, your data set may consist of e.g. images from which you only need to use a tiny bit in...
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UpSampling2D: how to use upsampling with Keras?

UpSampling2D: how to use upsampling with Keras?

Chris11 December 201911 December 20193 Comments
The Convolutional layers section of the Keras API contains the so-called UpSampling2D layer. But what does it do? And how...
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Conv2DTranspose: using 2D transposed convolutions with Keras

Conv2DTranspose: using 2D transposed convolutions with Keras

Chris10 December 201911 December 20194 Comments
Transposed convolutions – we looked at them in theory in a previous blog post, but how can they be applied?...
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