Intro to CNNs with OpenCV & Python for Computer Vision

Convolutional Neural Network Introduction | OpenCV Tutorial with Python for Computer Vision 2021 #8

Hi friends! Welcome back! In the video I am gonna introducehow Convolutional Neural Network works!

Tips:
Feel free to speed up the video, I recommend x1.25 and x1.5.

Outline:

00:00 - Intro
00:35 - Biological origins of CNNs
01:17 - CNN diagram
01:50 - Tensors
02:41 - DNN vs CNN
04:22 - Convolutional layer
04:56 - Padding
05:28 - Convolution example
06:25 - Output size after convolution
07:00 - Pooling layer
07:45 - Dropout
08:09 - Famous CNN architectures
08:20 - Outro


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🙋🏻‍♂️ Who I am:

What's up guys! My name is Neo Lyu. I am a master student currently studying Artificial Intelligence at university of Leuven in Belgium. Before this study program, I used to work as an application engineer in the field of Industrial IT and automation for two and half years. Besides, I am also a husband and father to my beloved wife and son. I am also passionate about cooking delicious food!