Oct. 1, 2022, 1:26 p.m. | Leo Wang

Towards AI - Medium pub.towardsai.net

EfficientNet — An Elegant, Powerful CNN.

No Fancy Techniques but worked extremely well.OUTPERFORMED ResNet, ResNeXt, DenseNet, InceptionNet, SENet, AmoebaNet, and is MORE EFFICIENT.

📖 Table of Contents

· ⭐ ️Introduction
· ⭐Intuition
· ⭐ Compound Scaling Method
⭐ MBConv Block
· ⭐ Performances
· Implementation
· References

Photo by Erol Ahmed on Unsplash

⭐ ️Introduction

Being efficient is, in layman’s terms, the ability to achieve a good result without a high cost.

While state-of-the-art (SOTA) deep learning models …

artificial intelligence cnn data science machine learning programming technology

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