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EfficientNet — An Elegant, Powerful CNN.
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
⭐ ️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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