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.
Overview
Syllabus
Intro
Architecture
Comparison
Encoder
Cnn
Results
Image Retrieval
Denoising
Anomaly Detection
Summary
Taught by
UCF CRCV
