Lecture 2B: Computer Vision Applications (Full Stack Deep Learning - Spring 2021)

In this video, we will review notable applications of deep learning in computer vision. First, we will tour some ConvNet architectures. Then, we will talk about localization, detection, and segmentation problems. We will conclude with more advanced methods. Learn more at this website: 00:00 - Introduction 02:51 - AlexNet 05:09 - ZFNet 06:54 - VGGNet 09:06 - GoogLeNet 11:57 - ResNet 15:15 - SqueezeNet 17:05 - Architecture Comparisons 20:00 - Localization, Det