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cchen-cc / SFDA-DPL

[MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling
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Can we use DA between Domain3 and Domain4? #9

Open LinGrayy opened 1 year ago

LinGrayy commented 1 year ago

Hi! I looked into your dataset link and found two Refuge datasets Domain3 and Domain4, can we use domain adaptation between these two domains? Is there any meaning for this? thx a lot!

LinGrayy commented 1 year ago

@rst1991 No, I think they just use 400 training images of domain3 as source dataset. image

rst1991 commented 1 year ago

Yes, both training and test images are merged of Domain 3 to form the source training dataset.

On Thu, Feb 23, 2023 at 12:24 PM LinGray @.***> wrote:

@rst1991 https://github.com/rst1991 No, I think they just use 400 training images of domain3 as source dataset. [image: image] https://user-images.githubusercontent.com/49065934/220838227-8bf4287a-a63e-4e19-b26a-02f2cb36499a.png

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LinGrayy commented 1 year ago

What about domain4? They don't use it in this work, do they? @rst1991

rst1991 commented 1 year ago

yes, they have not used domain 4.

On Thu, Feb 23, 2023 at 12:35 PM LinGray @.***> wrote:

What about domain4? They don't use it in this work, do they? @rst1991 https://github.com/rst1991

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LinGrayy commented 1 year ago

Then why did you say they use the 400 of domain 4 as the source dataset for training lol. @rst1991

rst1991 commented 1 year ago

sorry for the confusion. only 400 images of domain 3 are being used.

On Thu, Feb 23, 2023 at 12:43 PM LinGray @.***> wrote:

Then why did you say they use the 400 of domain 4 as the source dataset for training lol.

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rst1991 commented 1 year ago

@LinGrayy Are you able to plot pseudo-labels? Can you please help with it.

cchen-cc commented 1 year ago

@LinGrayy Yes, DA can be performed between Domain 3 and Domain 4 as well.