Skip to main content

Maxpool

 This layer is used to downsample the shape of an image

Suppose you have an image-

[ 2 3 4 5

  3 4 5 6

  4 5 6 7 ]

if pool size is (2,2) then output will

[ 4 6

  5 7 ]

Comments

Post a Comment

Hi friends write your comments

Popular posts from this blog

Gradient Descent

 In previous class we learn what is MLP? but we listen a term called gradient descent today we study gradient descent. Gradient descent In mathematics, gradient descent is a first-order iterative optimization algorithm for finding a local minimum of a differentiable function. The idea is to take repeated steps in the opposite direction of the gradient of the function at the current point, because this is the direction of steepest descent. Here it is explained by image
Post a Comment
Read more

MLP( Multi Layer Perceptron )

Multilayer Perceptron Multilayer Perceptron is collection of Perceptron ANN(MULTILAYER PERCEPTRON) Backpropagation Backpropagation is a process to find weights and baises Step 1 : Initialize all weight and biases Step 2:Choose a Loss function Step 3: Apply Gradient Descent Technique to find correct weights and biases
Post a Comment
Read more