MobileNetV3Small¶

class paddle.vision.models. MobileNetV3Small ( scale=1.0, num_classes=1000, with_pool=True ) [source]

MobileNetV3 Small architecture model from “Searching for MobileNetV3”.

Parameters

• scale (float, optional) – Scale of channels in each layer. Default: 1.0.

• num_classes (int, optional) – Output dim of last fc layer. If num_classes <= 0, last fc layer will not be defined. Default: 1000.

• with_pool (bool, optional) – Use pool before the last fc layer or not. Default: True.

Returns

Layer. An instance of MobileNetV3 Small architecture model.

Examples

>>> import paddle
>>> from paddle.vision.models import MobileNetV3Small

>>> # Build model
>>> model = MobileNetV3Small(scale=1.0)

>>> x = paddle.rand([1, 3, 224, 224])
>>> out = model(x)

>>> print(out.shape)
[1, 1000]