Brief Walkthrough of Famous ImageNet Contenders

Image nets are often refer to neural networks that takes in one image (usually RGB image) and are supposed to output the class of the object shown in the image. There are a lot of famous and published image nets. They were pre-trained on slightly different datasets, developed by different teams in different time, but all widely used in not only object classification, but also many other applications. This article will go through several famous image neural networks (AlexNet, VGG, ResNet, InceptionNet, EfficientNet)....

July 24, 2021 · 8 min · Yiheng "Terry" Li