Training Problems

[XiaoBuL]

I encountered some problems when training the Go_Pro dataset on MIMO-UNet++. May I ask the author during the training process, will there be some unknown color blocks in the image generated at certain positions of the image?

[chosj95]

Hi,

I hope the following answers will help you.

I encountered some problems when training the Go_Pro dataset on MIMO-UNet++.

First, the MIMO-UNet++ model is the geometric ensemble of the MIMO-UNet+.
That is, there is no separate model.
The implementation details of the MIMO-UNet++ are described in our paper and this issue(#2).

May I ask the author during the training process, will there be some unknown color blocks in the image generated at certain positions of the image?

Sorry... I'm not sure what color block you're talking about.
Could you give me more information about such a phenomenon?

[XiaoBuL]

Such like this. Left is the sharp image, right is the generated image.

[chosj95]

Sorry for the late reply.

I think it is a problem caused by the data type when saving the image.
Using the clamp (or clip) function may help you.