Introduction to Convolutional Neural Networks - Part 1 - Lecture 6
University of Central Florida via YouTube
Overview
Syllabus
Intro
A quote from a famous scientist...
CNN - example: depth estimation
Convolutional Neural Network (CNN)
History
First Strong Results
Today: CNNs are everywhere
CNN - Not just images
General CNN architecture
Filtering - recap
Correlation (linear relationship) - recap
Convolution -recap
Learning phases
Neural Network vs CNN
Convolution layer
Convolutional Network
Parameters
Convolution Operation
Sobel Edge Detector -recap
Demo
Convolution - Intuition
2D Convolution - dimensions
Stride
Padding
Pooling
Visualizing CNN
Taught by
UCF CRCV