Sign in

How to design a network for scale-equivariance

Note: Since it’s not possible to have inline equations, we made the formulas in a hacky way. However, we’ve noticed that on some devices the rendering fails. If the exponents of “a⁻², a⁻¹, a⁰, a¹, a²” are not from -2 to 2, then we recommend to check out our draft, made in LaTeX.

Convolutional neural networks (CNNs) have proven to be a dominant force in computer vision tasks, and have a broad range of applications, for e.g. in image and video recognition, image classification, image segmentation, etc. CNNs are designed to automatically and adaptively learn spatial hierarchies of features through…

Mark Lukacs

MOT student at TU Delft

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store