Overview of Advanced Convolution layers

Summary for convolution layers to keep track of key developments and advanced concepts in computer vision literature

Jehill Parikh
Towards Data Science
8 min readAug 2, 2020

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Convolution layers are fundamental building blocks of computer vision architectures. Neural networks employing convolutions layers are employed in wide-ranging applications in Segmentation, Reconstruction, Scene Understanding, Synthesis, Object detection and more

The goal of this post is to provide a summary and overview of advanced convolution…

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