pretrained-models.pytorch icon indicating copy to clipboard operation
pretrained-models.pytorch copied to clipboard

Requesting pre-trained model variants trained on grayscale ImageNet

Open aisosalo opened this issue 3 years ago • 9 comments

Would it be possible to have also greyscale ImageNet weights for the models along the lines described in Xie & Richmond?

Xie, Y. and Richmond, D., “Pre-training on grayscale ImageNet improves medical image classification,” in [Proceedings of the European Conference on Computer Vision (ECCV) Workshops], 476–484, Springer (September 2019).

aisosalo avatar Dec 14 '21 22:12 aisosalo

您的邮件已收到!

Fzz123 avatar Dec 14 '21 22:12 Fzz123

Hello, I am looking for ImageNet grayscale weights as well.

chetana348 avatar Jul 21 '23 13:07 chetana348

您的邮件已收到!

Fzz123 avatar Jul 21 '23 13:07 Fzz123

Hello, I'm interested in obtaining ImageNet grayscale weights, particularly for resnet50. How can I access them?

eatmore18 avatar Nov 21 '23 21:11 eatmore18

您的邮件已收到!

Fzz123 avatar Nov 21 '23 21:11 Fzz123

Hello, I'm interested in obtaining ImageNet grayscale weights, particularly for resnet50. How can I access them?

I think you can try the radImageNet if you are working on medical images https://github.com/BMEII-AI/RadImageNet

chetana348 avatar Nov 21 '23 21:11 chetana348

@chetana348 @Fzz123 @aisosalo i have weights of mobilenet models which are trained with greyscale imagenet dataset.

checkout this repo: https://github.com/Navodplayer1/MobileNet_96x96_greyscale_weights

NavodPeiris avatar Jan 25 '24 17:01 NavodPeiris

您的邮件已收到!

Fzz123 avatar Jan 25 '24 17:01 Fzz123

@Navodplayer1 This is awesome. Thnx a lot.

chetana348 avatar Jan 25 '24 17:01 chetana348