WideResNet architecture

[LukeWood]

Best resnet for Cifar10/Cifar100

https://arxiv.org/abs/1605.07146

[bhack]

You could take a look at this with SAM or in the resnet family at @leondgarse https://github.com/leondgarse/keras_cv_attention_models#resmlp

See also:
https://paperswithcode.com/sota/image-classification-on-cifar-100

[MrinalTyagi]

Would like to work on this.

[blackhat-coder]

Hi @LukeWood ,I would love to implement WideResNet duing GSoC. I'm currently drafting my proposal and would love to know if I could implement this during GSoC ?

[innat]

Any update on this feature? cc @blackhat-coder

[blackhat-coder]

Hi @innat, This feature proposal wasn't accepted, however I can still work on implementing this architecture.

[innat]

Do you mean, didn't accept in GSoC? If so, I don't think it's required to pass things in GSoC in order to be eligible to include in KerasCV. ( WideResNet is widely used with over 5288 citations. )

[DavidLandup0]

Can you assign this to me as well? :)

[DavidLandup0]

Thanks!

[DavidLandup0]

Small update, got to this last night, and I'm almost done (I think). Just gotta tweak a few things and test it thoroughly on different setups (they have a few listed in the paper)

[DavidLandup0]

Seems to be done, just waiting for the training to finish to validate whether it behaves the same as in the paper. Sending the pull request in a few hours!

[LukeWood]

Lets deprioritize this until theres a strong use case; and focus on migrating the existing backbones!

[innat]

@LukeWood this network is cited by 6776 times, here is the pwc report.