Add coordattention in MobileNetV2?

Question

Add coordattention in MobileNetV2?

cc19860606 opened this issue 4 years ago · 7 comments

cc19860606 commented 4 years ago

I modify the code of MobileNetV2 by adding CoordAttention at line 101, is it right? @Andrew-Qibin

Answer 1 · 2021-04-28T08:57:19.000Z

Anyone reproduct the performance of CoordAttention with MobileNetV2 on VOC2007?

Answer 2 · 2021-04-28T08:59:36.000Z

Have you pretrained the model on ImageNet?

Answer 3 · 2021-04-28T09:07:36.000Z

I firstly test MobileNetV2,the mAP can achieve 71.7. Then, I try to add CoordAttention as shown above, meanwhile the pretrained model of 'mobilenet_v2-b0353104.pth' is not use. The mAP only can achieve 64.
@Andrew-Qibin

Answer 4 · 2021-04-28T09:09:45.000Z

ssdlite-pytorch-mobilenext with CoordAttention need to be trained with ImageNet, then test on VOC?

Answer 5 · 2021-04-28T09:10:46.000Z

Exactly. Otherwise, it does not work. Recently, I will release the pretrained models.

Answer 6 · 2021-04-28T09:12:36.000Z

I look forward for it, thx.

Answer 7 · 2021-07-09T04:06:50.000Z

The ImageNet dataset used for training is ILSVRC2012 or others? And the hyperparameter and code of data augmentation for training?
@Andrew-Qibin