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innat avatar innat commented on July 29, 2024 1

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. )

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bhack avatar bhack commented on July 29, 2024

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

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MrinalTyagi avatar MrinalTyagi commented on July 29, 2024

Would like to work on this.

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blackhat-coder avatar blackhat-coder commented on July 29, 2024

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 ?

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innat avatar innat commented on July 29, 2024

Any update on this feature? cc @blackhat-coder

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blackhat-coder avatar blackhat-coder commented on July 29, 2024

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

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DavidLandup0 avatar DavidLandup0 commented on July 29, 2024

Can you assign this to me as well? :)

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DavidLandup0 avatar DavidLandup0 commented on July 29, 2024

Thanks!

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DavidLandup0 avatar DavidLandup0 commented on July 29, 2024

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)

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DavidLandup0 avatar DavidLandup0 commented on July 29, 2024

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!

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LukeWood avatar LukeWood commented on July 29, 2024

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

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innat avatar innat commented on July 29, 2024

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

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