I have a doubt in CNN

#1

I don’t understand the concept of overfitting and parameters associated with CNN Model. This create a lot of confusion.

#2

Hey @lgoyal50_be19, Simply put, overfitting arises when your model has fit the data too well . Overfitting is often a result of an excessively complicated model applied to a not so complicated dataset. We want our model to generalise well, i.e., perform well on unseen data during training.

For detailed information on overfitting, I would request you to go through the below posts :

  1. Overfitting and how to solve it
  2. Handling overfitting in CNNs

I hope this helps ! :+1:
Happy Learning ! :smile:

#3

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