Introduction to pytorch convolutional neural network

Establish CNN network for training Define network nn.Conv2d nn.Conv2d(in_channels,out_channels, kernel_size, stride, padding) in_channels refers to the input channel, here is (36464)out_channels indicates the number of output channelskernel_size indicates the size of convolution kernelStripe indicates the step size for each slidepaddin ...

Posted on Wed, 10 Nov 2021 14:16:26 -0500 by nadman123

Tensorflow notes -- building convolutional neural network

Convolution calculation process Too many hidden layers and too many parameters to be trained may cause over fitting of the model. Convolution calculation can be used to extract image features, so as to avoid over fitting and improve the generalization ability of the model. In convolution calculation, the depth of convolution kernel needs to m ...

Posted on Wed, 10 Nov 2021 13:55:52 -0500 by 23style