25 lines
1.1 KiB
Markdown
25 lines
1.1 KiB
Markdown
# MobileNetV2: Inverted Residuals and Linear Bottlenecks
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## Introduction
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```latex
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@INPROCEEDINGS{8578572,
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author={M. {Sandler} and A. {Howard} and M. {Zhu} and A. {Zhmoginov} and L. {Chen}},
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booktitle={2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition},
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title={MobileNetV2: Inverted Residuals and Linear Bottlenecks},
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year={2018},
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volume={},
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number={},
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pages={4510-4520},
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doi={10.1109/CVPR.2018.00474}}
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}
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```
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## Results and models
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### ImageNet
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| Model | Params(M) | Flops(G) | Top-1 (%) | Top-5 (%) | Config | Download |
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|:---------------------:|:---------:|:--------:|:---------:|:---------:|:---------:|:--------:|
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| MobileNet V2 | 3.5 | 0.319 | 71.86 | 90.42 | [config](https://github.com/open-mmlab/mmclassification/blob/master/configs/imagenet/mobilenet_v2_b32x8.py) | [model](https://download.openmmlab.com/mmclassification/v0/imagenet/mobilenet_v2_batch256_20200708-3b2dc3af.pth) | [log](https://download.openmmlab.com/mmclassification/v0/imagenet/mobilenet_v2_batch256_20200708-3b2dc3af.log.json) |
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