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xuebinqin / DIS

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation
Apache License 2.0
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Need Suggestion for Result on High Resolution Images #127

Closed Kaustubh-cpu closed 3 months ago

Kaustubh-cpu commented 4 months ago

@xuebinqin @DengPingFan @PINTO0309 @16673161214 @HUuxiaobin

Hello Auther's,

I am trying to get the result on the high resolution images but with this configuration i am not at all getting the good result . Getting some zigzag pattern in the selection where as line should be straight Screenshot 2024-05-22 113805

please if you have any idea suggest me how i can result on the high resolution images also as this model is only capable of giving the result till 2048 if i have trained the model on 1024 ....... if i am trying to do the inference on the more than 3000 resolution images then there is ZIGZAG staircase which making the model very less accurate

kindly reply for this if you have any suggestion for me

muhammadhassan999 commented 4 months ago

thank you for creating an issue in my usecase i've both high level img and low resolution imgs.

Kaustubh-cpu commented 4 months ago

@muhammadhassan999

Do you have any idea how to deal with this problem

muhammadhassan999 commented 4 months ago

what i think, given image need to more preprocssing step to feed the pretrained model to get an optmized removal of background.

Kaustubh-cpu commented 4 months ago

@muhammadhassan999 Can you please tell me some details about your thinking ..........

Kaustubh-cpu commented 3 months ago

@xuebinqin @DengPingFan @HUuxiaobin @

Is there any one who can reply for this issue from the team As this is the very series issue if this model is not giving the result on the 2048 also if i train it on 1024 then there is no point to use this model .................. @xuebinqin @DengPingFan @HUuxiaobin At least reply on the issue