History

whcao 5a86288f1f [Fix]Fix metafile (#335 ) * add mytrain.py for test * test before layers * test attr in layers * test classifier * delete mytrain.py * add mobilenet_v3.yml * fix ymal * rename model_zoo.yml to model-index.yml * replace imagenet with imagenet-1k		2021-07-01 20:50:42 +08:00
..
README.md	Fix Mobilenetv3 structure and add pretrained model (#291 )	2021-06-27 23:19:36 +08:00
metafile.yml	[Fix]Fix metafile (#335 )	2021-07-01 20:50:42 +08:00
mobilenet_v3_large_imagenet.py	Fix Mobilenetv3 structure and add pretrained model (#291 )	2021-06-27 23:19:36 +08:00
mobilenet_v3_small_cifar.py	Fix Mobilenetv3 structure and add pretrained model (#291 )	2021-06-27 23:19:36 +08:00
mobilenet_v3_small_imagenet.py	Fix Mobilenetv3 structure and add pretrained model (#291 )	2021-06-27 23:19:36 +08:00

README.md

Searching for MobileNetV3

Introduction

@inproceedings{Howard_2019_ICCV,
    author = {Howard, Andrew and Sandler, Mark and Chu, Grace and Chen, Liang-Chieh and Chen, Bo and Tan, Mingxing and Wang, Weijun and Zhu, Yukun and Pang, Ruoming and Vasudevan, Vijay and Le, Quoc V. and Adam, Hartwig},
    title = {Searching for MobileNetV3},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month = {October},
    year = {2019}
}

Pretrain model

The pre-trained modles are converted from torchvision.

ImageNet

Model	Params(M)	Flops(G)	Top-1 (%)	Top-5 (%)	Download
MobileNetV3-Large	5.48	0.23	74.04	91.34	model
MobileNetV3-Small	2.54	0.06	67.66	87.41	model

Results and models

Waiting for adding.