YoVDO

Autoencoder Architecture and Applications - Lecture 10

Offered By: University of Central Florida via YouTube

Tags

Machine Learning Courses Computer Vision Courses Neural Networks Courses Anomaly Detection Courses Image Processing Courses Autoencoders Courses

Course Description

Overview

Explore the fundamentals of autoencoders in this concise lecture from the University of Central Florida's CAP5415 course. Delve into the architecture and comparison of autoencoders, examining their encoder and CNN components. Discover practical applications such as image retrieval, denoising, and anomaly detection. Gain a comprehensive understanding of autoencoder technology and its diverse uses in machine learning and computer vision.

Syllabus

Intro
Architecture
Comparison
Encoder
Cnn
Results
Image Retrieval
Denoising
Anomaly Detection
Summary


Taught by

UCF CRCV

Tags

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent