Categories convolutional

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What is wrong with Convolutional neural networks ?

Introduction Of course convolutional neural networks (CNNs) are fascinating and strong tool, maybe it’s one of the reasons Deep learning is so popular these days, since Alex Krizhevsky, Ilya Sutskever, and Geoffrey Hinton published “ImageNet Classification with Deep Convolutional Networks” in 2012, CNN’s has been the winning card in computer […]

Up-sampling with Transposed Convolution

If you’ve heard about the transposed convolution and got confused what it actually means, this article is written for you. The content of this article is as follows: The Need for Up-sampling Why Transposed Convolution? Convolution Operation Going Backward Convolution Matrix Transposed Convolution Matrix Summary The notebook is available in my GitHub. The […]