Transfer Learning in Vision
Explore transfer learning in vision by building a Pokemon image classifier using the ResNet50 pre-trained model. Understand how transfer learning helps overcome overfitting in complex neural networks when training on limited datasets to improve model generalization and accuracy.
We'll cover the following...
We'll cover the following...
You might be thinking that transfer learning is a pretty cool technique, but why do we need to use it in computer vision or in any other ML methods. So, here’s your answer!
Why do we need transfer learning?
Let’s look at an example. ...