About VLpart

[neouyghur]

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

[PeizeSun]

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

[neouyghur]

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]

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]

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 + SAM. Actually, any open-vocabulary (text-guided) object detection model can be used to combine with SAM. — Reply to this email directly, view it on GitHub <#1 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/ABQRQ3CQBJ457L5ETWGX5UTXAZGL7ANCNFSM6AAAAAAW2BWUBQ> . You are receiving this because you authored the thread.Message ID: ***@***.***>

[PeizeSun]

Hi, VLPart paper is public now~
link

[Enderfga]

@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]

@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]

Thank you for your patient reply.