MobileNet-v1-Pytorch

MobileNet v1 implementation in Pytorch. Pretrained weights converted from Keras implementation.

Usage

from mobilenet_v1 import MobileNet_v1
model = MobileNet_v1(1000, alpha=0.25, input_size=128, include_top=False)

Pretrained weights

You can obtain pretrained imagenet weights using code in convert_weights_keras_2_torch.py or download from table below.

No top

	128px	160px	192px	224px
alpha = 0.25	DL	DL	DL	DL
alpha = 0.50	DL	DL	DL	DL
alpha = 0.75	DL	DL	DL	DL
alpha = 1.00	DL	DL	DL	DL

With top (1000 classes, imagenet)

	128px	160px	192px	224px
alpha = 0.25	DL	DL	DL	DL
alpha = 0.50	DL	DL	DL	DL
alpha = 0.75	DL	DL	DL	DL
alpha = 1.00	DL	DL	DL	DL