✨ Improving Neural Networks used in Computer Vision problems
This folder contains theoric details about CNNs

📚 Important Terms

💫 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