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mobilenetv3

This is a multi-GPUs Tensorflow implementation of MobileNetV3 architecture as described in the paper Searching for MobileNetV3.
paper V2 changed some layers from paper V1.
The implementation of paper V1 see branch paper_v1 in this repository for detail.

Tested on tf1.3.0, tf1.10.0, python3.5.

mobilenetv3 large

mobilenetv3 small

usage

from mobilenet_v3 import mobilenet_v3_large, mobilenetv3_small

model, end_points = mobilenet_v3_large(input, num_classes, multiplier=1.0, is_training=True, reuse=None)

model, end_points = mobilenet_v3_small(input, num_classes, multiplier=1.0, is_training=True, reuse=None)