What is EfficientNet and how does compound scaling work?

EfficientNet scales depth, width, and resolution uniformly using a compound scaling method.

EfficientNet introduces a compound coefficient to scale network depth (layers), width (channels), and input resolution in a balanced way. Instead of arbitrarily increasing one dimension, it uses a fixed scaling formula to maintain performance efficiency.