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Introduction

✨ Improving Neural Networks used in Computer Vision problems

This folder contains theoric details about CNNs
📚 Important Terms
Term
Description
💫 Convolutoin
Applying some filter on an image so certain features in the image get emphasized
🌀 Pooling
A way of compressing an image
🔷 2*2 max pooling
For every 4 neighbor pixels the biggest one will survive
⭕ Padding
Adding additional border(s) to the image before convolution
💫 Notes on performance
Training speed of a CNN is too slower than plain NN because of its computational complexity 🐢
🧐 References
​More on Convolutional Neural Networks​

Concepts of Convolutional Neural Networks

Common Concepts

Last modified 2yr ago

Term	Description
💫 Convolutoin	Applying some filter on an image so certain features in the image get emphasized
🌀 Pooling	A way of compressing an image
🔷 2*2 max pooling	For every 4 neighbor pixels the biggest one will survive
⭕ Padding	Adding additional border(s) to the image before convolution