Python Programming Learning Circle

Jan 8, 2020 · Artificial Intelligence

How Dilated Convolutions Preserve Image Size While Expanding Receptive Field

This article explains the concept, mathematics, and practical PyTorch implementation of dilated (or atrous) convolutions, showing how to keep image dimensions unchanged while dramatically increasing the receptive field and discussing their advantages and typical applications.