Depthwise Separable Convolution - A FASTER CONVOLUTION!

CodeEmporium
36
59826

In this video, I talk about depthwise Separable Convolution - A faster method of convolution with less computation power & parameters. We mathematically prove how it is faster, and discuss applications where it is used in modern research. If you liked that video, hit that like button. If you wanna stick around, hit that subscribe button. If you really wanna stick around, hit that bell icon next to the subscribe button to be notified of my uploads immediately. Convolution Neural Networks: https://www.youtube.com/watch?v=m8pOnJxOcqY REFERENCES Xception (main paper): https://arxiv.org/pdf/1610.02357.pdf Mobile Nets (Efficient CNN for mobile vision applications) : https://arxiv.org/pdf/1704.04861.pdf One model Learns all: https://arxiv.org/pdf/1706.05137v1.pdf Music at : https://www.bensound.com/royalty-free-music/track/tenderness

Published by: CodeEmporium Published at: 6 years ago Category: آموزشی
Machine Learning Data Science Deep Learning Convolution convolution neural network depthwise separable convolution pointwise convolution depthwise convolution xception mobilenet multi model one neural net for all one neural net for everything fast convolution ajay halthor dideo دیدئو convolution faster hit button depthwise separable دیدئو dideo video applications wanna stick subscribe talk method