Convolutions in Deep Learning

📊 This site provides a visual and technical guide to convolution arithmetic in deep learning.

🔹 It includes animations that illustrate how convolutions work with different configurations:

• Without padding or strides
• With different types of padding
• With strides and transposed convolutions
• With dilations

🔹 It also explains how to generate these animations and build the document, making it a practical resource for students and researchers.

More information at the link 👇

conv_arithmetic/README.md at master · vdumoulin/conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning - vdumoulin/conv_arithmetic

github.com ↗