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[Feature Request] Request to new interactive segmentation model #3729

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xiong-jie-y opened this issue Sep 26, 2021 · 2 comments
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[Feature Request] Request to new interactive segmentation model #3729

xiong-jie-y opened this issue Sep 26, 2021 · 2 comments
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enhancement New feature or request

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@xiong-jie-y
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Hi, thank you for developing and maintaining awesome annotation tool!

This is the feature request to add new interactive segmentation model.
Currently f-BRS seems require user many clicks to annotate and sometimes cannot annotate complex object.
This click based interactive segmentation model seems perform better than the current one (f-BRS) from the evaluation in their paper.

I used this interactive segmentation method both in CVAT and the tool in the repository, and feel that it really makes better segmentation than f-BRS. The branch is here.

I will proceed to prepare for an PR if I you think that this new interactive segmentation model is worth adding to this repository.

Thank you!
@bsekachev bsekachev added the enhancement New feature or request label Sep 27, 2021
@bsekachev
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Hi @xiong-jie-y

The demo looks promising. If you believe it is better than f-BRS, do not think, just send a PR :) Especially if you already have written the code.

Thank you.

@xiong-jie-y
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Thank you! I will work on preparing PR. :D

nmanovic pushed a commit that referenced this issue Sep 29, 2021
@xiong-jie-y
Added HRNet18 click based interactive segmentation (#3729) (#3740)
2d75101 
* Added HRNet18 click based interactive segmentation (#3729)

The commit adds serverless container that has a click based
interactive segmentation model(HRNet18) that performs better than
f-BRS method statistically.

* fixup! Added HRNet18 click based interactive segmentation (#3729)

Co-authored-by: Nikita Manovich <nikita.manovich@intel.com>
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@xiong-jie-y @bsekachev