Max Pooling in Python - A Brief Introduction

Max Pooling in Python - A Brief Introduction

Welcome to this tutorial on max pooling in Python. In this tutorial we will learn everything there is to learn about max-pooling.

Welcome to this tutorial on max pooling in Python. In this tutorial we will learn everything there is to learn about max-pooling.

After this tutorial we will be able to answer the following questions :

  • What is pooling?
  • Why do we need pooling?
  • What is max pooling in Python?
  • How to perform max-pooling?

Let’s get started.

What is pooling?

Pooling is a technique that reduces the number of features in a feature map. The operation involves applying a 2-Dimensional filter across a feature map. Doing this summarizes the features present in a region of the map.

What is a feature map?

A feature map is what we get as the output after applying the convolution layer on the input image. Convolution layers are the building blocks of Convolutional Neural Networks (CNN). CNNs are popular for their application in object detection.

Convolution layer applies a filter over the entire image repeatedly to detect features. The output of this convolution layer is a 2-Dimensional map that is known as a feature map.

machine learning

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Hire Machine Learning Developers in India

We supply you with world class machine learning experts / ML Developers with years of domain experience who can add more value to your business.

What is Supervised Machine Learning

What is neuron analysis of a machine? Learn machine learning by designing Robotics algorithm. Click here for best machine learning course models with AI

Pros and Cons of Machine Learning Language

AI, Machine learning, as its title defines, is involved as a process to make the machine operate a task automatically to know more join CETPA

How To Get Started With Machine Learning With The Right Mindset

You got intrigued by the machine learning world and wanted to get started as soon as possible, read all the articles, watched all the videos, but still isn’t sure about where to start, welcome to the club.

What is Machine learning and Why is it Important?

Machine learning is quite an exciting field to study and rightly so. It is all around us in this modern world. From Facebook’s feed to Google Maps for navigation, machine learning finds its application in almost every aspect of our lives. It is quite frightening and interesting to think of how our lives would have been without the use of machine learning. That is why it becomes quite important to understand what is machine learning, its applications and importance.