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.