squeeze_excite

Machine-readable model

• se_layerfunctionSqueeze & excite functional layer

function

se_layer

Python

Squeeze & excite functional layer

helia_edge/layers/squeeze_excite.py:6

se_layer(
    ratio: int = 8,
    name: str | None = None,
    squeeze_activation: str | Callable = 'relu6',
    excite_activation: str | Callable = 'hard_sigmoid',
) -> keras.Layer

Squeeze & excite functional layer

Implements Squeeze and Excite block as in Squeeze-and-Excitation Networks.

Parameters

Parameters of se_layer

Name	Type	Default	Description
ratio	Expansion ratio	8	Expansion ratio. Defaults to 8.
name	str | None	None	Block name. Defaults to None.
squeeze_activation	str | Callable	'relu6'	Squeeze activation. Defaults to "relu6".
excite_activation	str | Callable	'hard_sigmoid'	Excite activation. Defaults to "hard_sigmoid".

Returns

Returns of se_layer

Type	Description
keras.Layer	keras.Layer: Functional SE layer