Does it work on image segmentation?

[sunshuofeng]

If supermix is used for image segmentation, should we replace KL with an IOU that evaluates x_hat with k inputs and then maximize it？

[alldbi]

Hi,
Yes, it can be used to improve segmentation performance. However, SuperMix should not be changed. You can use a trained classifier and generate mixed images, and then use the mixing masks to produce the corresponding dense segmentation maps. Afterward, the generated images and segments can be used to train the segmentation model.

[sunshuofeng]

Thanks for your answer! SuperMix is very amazing!