From VGGNet to EfficientNet: Key Milestones in the Evolution of CNN Design

Houssem Ben Braiek
Towards AI
Published in
14 min readNov 12, 2022

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Modular, Multipath, Factorized, Compressed, Scalable… All in CNN Nowadays, but What Led us Here…We’ll take you through the major milestones in the history of convolutional neural network design…Not only will you learn, but you’ll have fun, too 🤓

Photo by "My Life Through A Lens" on Unsplash

Generally speaking, classification problems form the basis of computer vision models, which…

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