About decomposed large kernel DWConv

[iumyx2612]

I found similar decompose idea from SegNeXt. In that paper, authors stated that: "On the other hand, there are some strip-like objects, such as human and telephone pole in the segmentation scenes. Thus, strip convolution can be a complement of grid convolutions and helps extract strip-like features". Do you find similar phenomenon on downstream task? Can you visualize if a InceptionNeXt block capture strip-like features? I tried using this strip convolution idea in semantic segmentation task but didn't find any success 😢

[yuweihao]

Hi @iumyx2612 ,

Thanks for your attention and for sharing. Could you please detail how to visualize to see whether InceptionNeXt block can capture strip-like features?

[iumyx2612]

Hi @iumyx2612 ,

Thanks for your attention and for sharing. Could you please detail how to visualize to see whether InceptionNeXt block can capture strip-like features?

I don't know how to make this visualization. I was asking if you knew lol.