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facebookresearch / ConvNeXt

Code release for ConvNeXt model
MIT License
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ConvNeXt-S and ConvNeXt-T models pretrained on ImageNet-22k #54

Closed CanyonWind closed 2 years ago

CanyonWind commented 2 years ago

Hi, this is certainly great work, and thank you for the contribution!

Models pretrained on ImageNet-22k outperform the ones without significantly. Wonder whether it's possible for you guys to release the ConvNeXt-S&T models that have been pretrained on ImageNet-22k? If possible, it would motivate lots of on-device downstream tasks to integrate ConvNeXt as the backbone. I've tried the current ImageNet-1k trained models with panoptic segmentation and it works like a charm. ConvNext-S&T pretrained with ImageNet-22k will be greatly appreciated. Thanks!

liuzhuang13 commented 2 years ago

Hi,

Thanks for your suggestion. We will release them hopefully within next week.

CanyonWind commented 2 years ago

Thank you for the fast action, look forward to the release.

chuong98 commented 2 years ago

Hi @liuzhuang13 , do you have any update on uploading model Tiny & Small with ImageNet 22k Pretrained? Thank you.

CanyonWind commented 2 years ago

@liuzhuang13 I'm kindly following up on the pretraining progress. Wonder whether there is any difficulty that the community could help with? Any updates would be appreciated.

liuzhuang13 commented 2 years ago

Hi all,

Sorry for the delay... In our new updated arxiv paper we included the results for tiny and small with 22k pretraining. The models will be released very shortly.

liuzhuang13 commented 2 years ago

Hi all,

We have added the models to our readme page. Check them out!