Enum MobileNetV2WidthMultiplier

Namespace

AiDotNet.Enums

Assembly

AiDotNet.dll

Specifies the width multiplier for MobileNetV2.

public enum MobileNetV2WidthMultiplier

Fields

Alpha035 = 0

Width multiplier of 0.35 - Extremely compact model.

Alpha050 = 1

Width multiplier of 0.5 - Very compact model.

Alpha075 = 2

Width multiplier of 0.75 - Compact model.

Alpha100 = 3

Width multiplier of 1.0 - Standard model.

Alpha125 = 4

Width multiplier of 1.25 - Wider model for improved accuracy.

Alpha130 = 5

Width multiplier of 1.3 - Wider model for higher accuracy.

Alpha140 = 6

Width multiplier of 1.4 - Even wider model for maximum accuracy.

Remarks

The width multiplier (alpha) scales the number of channels in each layer. Smaller multipliers result in faster, more compact models at the cost of accuracy.

For Beginners: The width multiplier controls how "wide" the network is. A multiplier of 1.0 gives the standard network, while 0.5 uses half as many channels, making the network faster but potentially less accurate.