Computer Vision News - January 2022

18 Deep Learning Tool The following diagram is produced, with legend blue = conv2D, green = maxpooling2D, red = flatten, brown = dense. With the option “Automatically Group”, the programdraws a newdiagramwhere some operations are grouped. This is the corresponding legend: You can download a zipped folder containing both graph and legend in pdf and svg formats. Alexnail This is a web tool that includes three diagram styles: FCNN, LeNet and AlexNet. In the browser, one can select the preferred style and add layers defining height, width, depth, and filter shape. We built a diagram for VGG16 following the output shapes in the summary. In this representation, we added a layer for every convolution block (first 2 Conv2D + Max Pooling, then 3 Conv2D + Max Pooling). This was an attempt to group the layers, following the AlexNet style, and make a compact representation. Anyways, if interested in the topic, you should explore all available styles & features. When your project is finished, you can download it in SVG format.