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.
https://youtu.be/YRhxdVk_sIs
🕒🦎 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
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Видео Max Pooling in Convolutional Neural Networks explained канала deeplizard
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.
https://youtu.be/YRhxdVk_sIs
🕒🦎 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 OUR VLOG:
🔗 https://youtube.com/deeplizardvlog
👉 Check out the blog post and other resources for this video:
🔗 https://deeplizard.com/learn/video/ZjM_XQa5s6s
💻 DOWNLOAD ACCESS TO CODE FILES
🤖 Available for members of the deeplizard hivemind:
🔗 https://deeplizard.com/resources
🧠 Support collective intelligence, join the deeplizard hivemind:
🔗 https://deeplizard.com/hivemind
🤜 Support collective intelligence, create a quiz question for this video:
🔗 https://deeplizard.com/create-quiz-question
🚀 Boost collective intelligence by sharing this video on social media!
❤️🦎 Special thanks to the following polymaths of the deeplizard hivemind:
Tammy
Prash
Zach Wimpee
👀 Follow deeplizard:
Our vlog: https://youtube.com/deeplizardvlog
Facebook: https://facebook.com/deeplizard
Instagram: https://instagram.com/deeplizard
Twitter: https://twitter.com/deeplizard
Patreon: https://patreon.com/deeplizard
YouTube: https://youtube.com/deeplizard
🎓 Deep Learning with deeplizard:
Fundamental Concepts - https://deeplizard.com/learn/video/gZmobeGL0Yg
Beginner Code - https://deeplizard.com/learn/video/RznKVRTFkBY
Intermediate Code - https://deeplizard.com/learn/video/v5cngxo4mIg
Advanced Deep RL - https://deeplizard.com/learn/video/nyjbcRQ-uQ8
🎓 Other Courses:
Data Science - https://deeplizard.com/learn/video/d11chG7Z-xk
Trading - https://deeplizard.com/learn/video/ZpfCK_uHL9Y
🛒 Check out products deeplizard recommends on Amazon:
🔗 https://amazon.com/shop/deeplizard
📕 Get a FREE 30-day Audible trial and 2 FREE audio books using deeplizard's link:
🔗 https://amzn.to/2yoqWRn
🎵 deeplizard uses music by Kevin MacLeod
🔗 https://youtube.com/channel/UCSZXFhRIx6b0dFX3xS8L1yQ
🔗 http://incompetech.com/
❤️ Please use the knowledge gained from deeplizard content for good, not evil.
Видео Max Pooling in Convolutional Neural Networks explained канала deeplizard
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