MobileNets uses two hyperparameters to help control the trade-off between accuracy and speed, allowing for a network that is suitable for any device you want to target. The two hyperparameters are as follows:
- Width Multiplier: Controls the Depthwise CONVs accuracy by uniformly reducing the number filters used throughout the network
- Resolution Multiplier: Simply scales down the input image to different sizes