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Cheems-Seminar / grounded-segment-any-parts

Grounded Segment Anything: From Objects to Parts
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About VLpart #1

Open neouyghur opened 1 year ago

neouyghur commented 1 year ago

Hi, I am interested VLpart model. Where can I find the paper? Thanks.

PeizeSun commented 1 year ago

Hi, VLPart paper is under company internal review and it will be released in about one month. Please stay tuned~

neouyghur commented 1 year ago

Hi, Does it support part segmentation without object category such as 'head' (not dog head)? another question what is the difference between Grounded-Segment-Anything and this project? thanks.

PeizeSun commented 1 year ago

Hi, For now, it doesn't support the general part concept like 'head', since 'dog head' and 'person head' are largely different.

Grounded-Segment-Anything is Grounded DINO + SAM, and this project is GLIP + SAM. Actually, any open-vocabulary (text-guided) object detection model can be used to combine with SAM.

neouyghur commented 1 year ago

Thanks for the explanation. I am particularly interested in part segmentation. I found out that Grounded DINO + SAM also can detect parts. Have you compared your method with it? Is your method accuracy higher than it is on the part segmentation task? thanks. Where can I find out which parts your method support?

From: Peize Sun @.> Sent: Wednesday, April 12, 2023 4:52:47 PM To: Cheems-Seminar/segment-anything-and-name-it < @.> Cc: Osman Tursun @.>; Author @.

Subject: Re: [Cheems-Seminar/segment-anything-and-name-it] About VLpart (Issue #1)

Hi, For now, it doesn't support the general part concept like 'head', since 'dog head' and 'human head' are largely different.

Grounded-Segment-Anything is Grounded DINO + SAM, and this project is GLIP

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PeizeSun commented 1 year ago

Hi, VLPart paper is public now~ link

Enderfga commented 1 year ago

@PeizeSun 请问VLPart支持分割人类手指等细粒度的肢体吗 我在测试了很多张实验都没有成功分割出来。使用的prompt有什么需要注意的吗

PeizeSun commented 1 year ago

@PeizeSun 请问VLPart支持分割人类手指等细粒度的肢体吗 我在测试了很多张实验都没有成功分割出来。使用的prompt有什么需要注意的吗

VLPart does not support part segmentation on human fingers due to lack of such data in training.

Enderfga commented 1 year ago

Thank you for your patient reply.