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