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CNN: Convolutional Neural Networks Explained - Computerphile

Computerphile

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  • Recommended by 1 person: 1 in engineering communities.
  • Presented by Dr. Mike Pound
  • May be out of date. Uploaded 10 years ago, in an area where tools change fast.

Beginner. No background in the topic needed.

903K views10 years ago1 recommendation

AI and machine learningNeural networks and deep learningComputer vision

Dr. Mike Pound explains how convolutional neural networks process images and why they revolutionized computer vision.

Years of work down the drain, the convolutional neural network is a step change in image classification accuracy. Image Analyst Dr Mike Pound explains what it does. Kernel Convolutions: youtu.be/C_zFhWdM4ic Deep Learning: youtu.be/l42lr8AlrHk Botnets: youtu.be/UVFmC178_Vs AI's Game Playing Challenge: youtu.be/5oXyibEgJr0 Space Carving: youtu.be/cGs90KF4oTc facebook.com/computerphile twitter.com/computer_phile This video was filmed and edited by Sean Riley. Computer Science at the University of Nottingham: bit.ly/nottscomputer Computerphile is a sister project to Brady Haran's Numberphile. More at bradyharan.com

Why it's here

1 person recommends this

What people say. Recommended as an exceptionally clear and intuitive explanation of convolutional neural networks.

u/nffDionysosin r/compsci • Recommends

Neural Network that Changes Everything - Video on Convolutional Neural Networks - Computerphile

u/TheAxeCin r/compsci • Mentions

On “How exactly do computers Machine Learn via seeing photos?”

Neural networks can be used for that. There is a great video about it from Computerphile: link to this video