d-li14 / involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
https://arxiv.org/abs/2103.06255
MIT License
1.31k stars 177 forks source link

Add dilated RedNet support #46

Open keke1u opened 3 years ago

keke1u commented 3 years ago

I added some args for dilation. Therefore, the generated kernel could compute with dilated pixels. It might be helpful to expand receptive field in RedNet backbone without losing feature map size in some tasks like detection and segmentation. For example, dilations=(1, 1, 2, 4), strides=(1, 2, 1, 1) instead of 'strides=(1, 2, 2, 2)' in configs.