Question

This is Intro to Deep Learning

Why CNN (Convolutional Neural Network) are best tool for solving visual classification problems?

Describe data augmentation process for reducing overfitting.

Answer 1

for the model to generalize to new exampleo, your model recognizes specific images in your training set instead of general patterns, your training accuracy on the validation set: Steps to reducing Over fitting Add more data 2 use data augmentation 3. Use architectures that generalize well 4. Add regularization 5. Reduce architecture complexiły. CSScanned with CamScanner