Not an issue, but applause!

[ZhuGeRoastedFish]

This model is extremely fast & accurate. I've tried so many methods to make a model run fast enough with the same accuracy, like lite backbone, shrink the PPM or ASPP module, or cut some channels... But actuallly those changes decay the accuracy by a large scale...

Luckily I saw your work in paperwithcode, and I notice the super-high fps along with the amazingly high IoU you achive. So I think, why not try it in my project?

And here it is, the DDRNet improves the task fps from my original model's 2.5 to epically 16! What shocks me most is that the IoU even get 1 point higher, O.M.G!!!

Many great thanks to your work, your DDRNet makes me aware that there still exists huge improvements potential in the filed of semantic segmentaion's speed & accuracy.

Hope to see more!

[ydhongHIT]

This model is extremely fast & accurate. I've tried so many methods to make a model run fast enough with the same accuracy, like lite backbone, shrink the PPM or ASPP module, or cut some channels... But actuallly those changes decay the accuracy by a large scale...

Luckily I saw your work in paperwithcode, and I notice the super-high fps along with the amazingly high IoU you achive. So I think, why not try it in my project?

And here it is, the DDRNet improves the task fps from my original model's 2.5 to epically 16! What shocks me most is that the IoU even get 1 point higher, O.M.G!!!

Many great thanks to your work, your DDRNet makes me aware that there still exists huge improvements potential in the filed of semantic segmentaion's speed & accuracy.

Hope to see more!

Thanks for your attention.