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Can GroundingDINO do one-shot detection?

Open nickponline opened this issue 1 year ago • 8 comments

Can Grounding DINO be used for image conditioned one-shot or few-shot detection like this?

image_cond_wiki_circuits_1

The image is from OWL-VIT which can do be prompted with either text or an image patch. I feel that DINO should be able to do the same thing and likely perform better?

nickponline avatar Aug 24 '23 00:08 nickponline

Is the problem solved? Same here.

AdamMayor2018 avatar Aug 29 '23 01:08 AdamMayor2018

same problem.

Nancis1130 avatar Aug 29 '23 07:08 Nancis1130

Same question!

jonomillin avatar Sep 08 '23 21:09 jonomillin

same here.

AdamMayor2018 avatar Sep 12 '23 03:09 AdamMayor2018

@rentainhe @SlongLiu perhaps you know the answer here and could point us in the right direction?

nickponline avatar Sep 12 '23 19:09 nickponline

same here

mikewinn1 avatar Sep 12 '23 21:09 mikewinn1

Any update here?

Alaric423 avatar Feb 06 '24 13:02 Alaric423

Please check out NIDS-Net. It includes Grounding-DINO to handle these tasks. It can detect things with just one or a few template images. Moreover, it may not need any training.

YoungSean avatar Jun 05 '24 04:06 YoungSean