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GitHub - kuan-wang/pytorch-mobilenet-v3: MobileNetV3 in pytorch

 4 years ago
source link: https://github.com/kuan-wang/pytorch-mobilenet-v3
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README.md

A PyTorch implementation of MobileNetV3

This is a PyTorch implementation of MobileNetV3 architecture as described in the paper Searching for MobileNetV3.

Some details may be different from the original paper, welcome to discuss and help me figure it out.

Training & Accuracy

In progress ...

MobileNetV3 large

Madds Parameters Top1-acc Pretrained Model Offical 1.0 219 M 5.4 M 75.2% - Offical 0.75 155 M 4 M 73.3% - Ours 1.0 - M 5.08 M - - Ours 0.75 - M 3.69 M - -

MobileNetV3 small

Madds Parameters Top1-acc Pretrained Model Offical 1.0 66 M 2.9 M 67.4% - Offical 0.75 44 M 2.4 M 65.4% - Ours 1.0 - M 3.11 M - - Ours 0.75 - M 2.47 M - -

Usage

Pretrained models are still training ...

    # pytorch 1.0.1
    # large
    net_large = mobilenetv3(mode='large')
    # small
    net_small = mobilenetv3(mode='small')

report

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