Max Pooling in Convolutional Neural Networks explained
Let's start by explaining what max pooling is, and we show how it's calculated by looking at some examples. We then discuss the motivation for why max pooling is used, and we see how we can add max pooling to a convolutional neural network in code using Keras.
We're going to be building on some of the ideas that we discussed in our video on Convolutional Neural Networks, so if you haven't seen that yet, go ahead and check it out, and then come back to watch this video once you've finished up there.
• Convolutional Neural Networks (CNNs) ...
🕒🦎 VIDEO SECTIONS 🦎🕒
00:00 Welcome to DEEPLIZARD - Go to deeplizard.com for learning resources
00:19 Agenda
00:47 What is max pooling?
01:14 Max pooling examples
05:42 Why use max pooling
06:52 Other pooling algorithms
07:27 Max pooling code demo
10:20 Collective Intelligence and the DEEPLIZARD HIVEMIND
💥🦎 DEEPLIZARD COMMUNITY RESOURCES 🦎💥
👋 Hey, we're Chris and Mandy, the creators of deeplizard!
👉 Check out the website for more learning material:
🔗 https://deeplizard.com
💻 ENROLL TO GET DOWNLOAD ACCESS TO CODE FILES
🔗 https://deeplizard.com/resources
🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind
🧠 Use code DEEPLIZARD at checkout to receive 15% off your first Neurohacker order
👉 Use your receipt from Neurohacker to get a discount on deeplizard courses
🔗 https://neurohacker.com/shop?rfsn=648...
👀 CHECK OUT OUR VLOG:
🔗 / deeplizardvlog
❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Mano Prime
Ling Li
🚀 Boost collective intelligence by sharing this video on social media!
👀 Follow deeplizard:
Our vlog: / deeplizardvlog
Facebook: / deeplizard
Instagram: / deeplizard
Twitter: / deeplizard
Patreon: / deeplizard
YouTube: / deeplizard
🎓 Deep Learning with deeplizard:
Deep Learning Dictionary - https://deeplizard.com/course/ddcpailzrd
Deep Learning Fundamentals - https://deeplizard.com/course/dlcpailzrd
Learn TensorFlow - https://deeplizard.com/course/tfcpailzrd
Learn PyTorch - https://deeplizard.com/course/ptcpailzrd
Natural Language Processing - https://deeplizard.com/course/txtcpai...
Reinforcement Learning - https://deeplizard.com/course/rlcpailzrd
Generative Adversarial Networks - https://deeplizard.com/course/gacpailzrd
🎓 Other Courses:
DL Fundamentals Classic - https://deeplizard.com/learn/video/gZ...
Deep Learning Deployment - https://deeplizard.com/learn/video/SI...
Data Science - https://deeplizard.com/learn/video/d1...
Trading - https://deeplizard.com/learn/video/Zp...
🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard
🎵 deeplizard uses music by Kevin MacLeod
🔗 / @incompetech_kmac
❤️ Please use the knowledge gained from deeplizard content for good, not evil.