Can we use DA between Domain3 and Domain4?

[LinGrayy]

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]

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

[rst1991]

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

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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> — Reply to this email directly, view it on GitHub <#9 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A5BU5TG3F42THLYQCDUTJELWY4CR7ANCNFSM6AAAAAAUNKUEZQ> . You are receiving this because you were mentioned.Message ID: ***@***.***>

[LinGrayy]

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

[rst1991]

yes, they have not used domain 4.

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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> — Reply to this email directly, view it on GitHub <#9 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A5BU5TBGIZV5WQNQ4ZWSO5TWY4D33ANCNFSM6AAAAAAUNKUEZQ> . You are receiving this because you were mentioned.Message ID: ***@***.***>

[LinGrayy]

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

[rst1991]

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

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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. — Reply to this email directly, view it on GitHub <#9 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A5BU5TAJHP6VEB357C7RNLLWY4EYXANCNFSM6AAAAAAUNKUEZQ> . You are receiving this because you were mentioned.Message ID: ***@***.***>

[rst1991]

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

[cchen-cc]

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