A PyTorch reproduction of koncept512 code

[ZhengyuZhao]

Hi! Your work is interesting.

I just reproduce your Keras code for koncept512 model using PyTorch.
The new results (SRCC: 0.912 | PLCC: 0.927) are very close to what you have got (SRCC: 0.919 | PLCC: 0.932) in koncept512_train_test_py3.ipynb.

If you want, feel free to post the following code link into your official repository :-)
https://github.com/ZhengyuZhao/koniq-PyTorch

[subpic]

Thanks for sharing! :)

[zakajd]

@ZhengyuZhao Thanks! You saved my time 😄

[ZhengyuZhao]

@ZhengyuZhao Thanks! You saved my time 😄

Enjoy!

[Sissuire]

have you ever done the cross-dataset comparison (trained on KoN-10k, and tested on LIVE-Challenge) ?

[subpic]

Yes, please check the KonIQ-10k paper; Look for LIVE-itw (in-the-wild), which is the LIVE-Challenge database.

[hulkds]

Hey the link for inceptionresnetv2 pretrained weights is die !

[ZhengyuZhao]

Hey the link for inceptionresnetv2 pretrained weights is die !

Are you using this link: https://surfdrive.surf.nl/files/index.php/s/oeGv7wEyyMwwbIO?
It seems working for me...