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IDEA-Research / detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
https://detrex.readthedocs.io/en/latest/
Apache License 2.0
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Would DINO work with ConvNext? #170

Closed momopusheen closed 1 year ago

momopusheen commented 1 year ago

Hi there, I noticed that in detrex, there's ConvNext.py under detrex/modeling/backbone. However, in project/dino, there aren't any configs with ConvNext. I wonder if we can use ConvNext as backbone in place of res50 or swin transformer? If possible, would it perform comparable with swin? Thanks for your consideration!

HaoZhang534 commented 1 year ago

@momopusheen We do not support Convnext temporally. According to our experience, ConvNext does not outperform Swin.

rentainhe commented 1 year ago

As there is no more activity, I am closing the issue~ Feel free to reopen it if necessary. Or you can leave a new issue if you meet some other problems.