Top "Conv-neural-network" questions

A convolutional neural network (CNN, or ConvNet) is a class of deep, feed-forward artificial neural networks that has successfully been applied to analyzing visual imagery.

TensorFlow: Unpooling

Is there TensorFlow native function that does unpooling for Deconvolutional Networks ? I have written this in normal python, but it …

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Convert image to array for CNN

I am trying to categorize the dog breeding identification using CNN. I have converted the images to gray scale and …

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How to understand SpatialDropout1D and when to use it?

Occasionally I see some models are using SpatialDropout1D instead of Dropout. For example, in the Part of speech tagging …

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How to design deep convolutional neural networks?

As I understand it, all CNNs are quite similar. They all have a convolutional layers followed by pooling and relu …

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input dimensions to a one dimensional convolutional network in keras

really finding it hard to understand the input dimensions to the convolutional 1d layer in keras: Input shape 3D tensor …

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Does bias in the convolutional layer really make a difference to the test accuracy?

I understand that bias are required in small networks, to shift the activation function. But in the case of Deep …

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ValueError: Target size (torch.Size([16])) must be the same as input size (torch.Size([16, 1]))

ValueError Traceback (most recent call last) <ipython-input-30-33821ccddf5f> in <module> 23 output = model(data) 24 # calculate …

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How to calculate the number of parameters of AlexNet?

i haven't found a calculation of parameters (weights + biases) of AlexNet so I tried to calculate it, but I'm not …

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How to get labels ids in Keras when training on multiple classes?

I'm using flow_from_directory to get the training set from a folder with the following structure: train class1 class2 …

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