An Introduction to Convolutional Neural Networks
An Introduction to Convolutional Neural Networks
Alessandro Giusti
Dalle Molle Institute for Artificial Intelligence Lugano, Switzerland
Sources & Resources
- Andrej Karpathy, CS231n
- Ian Goodfellow et al., Deep Learning
- F. Chollet, Deep Learning with Python
- Jonathan Hui, CNN Tutorial
- Tim Demetters, Understanding Convolutions
Some images in this presentation are extracted from the sources listed above
What is a convolution?
What is a convolution?
How does a convolution look like?
1 input map
1 3x3 kernel 1 output map
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