Visualizing And Understanding Convolutional Networks. — Visualizing and Understanding Convolutional Networks 2013 Referring to this operation as a deconvolution is technically incorrect as a deconvolution is a specific mathematical operation not performed by this layer In fact the traditional convolutional layer does not technically perform a convolutional operation it performs a crosscorrelation The.
Summary understanding transposed convolutionsConvolutional Neural Networks are used for computer vision projects and can be used to automatically extract features from inputs like photos and videos These neural networks employ socalled convolutional layers that convolve (slide) over the input image try to detect patterns and adapt weights accordingly.