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[FEATURE] Addition of UniRepLKNet Backbones #2330

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imr555 opened this issue Nov 10, 2024 · 1 comment
Open

[FEATURE] Addition of UniRepLKNet Backbones #2330

imr555 opened this issue Nov 10, 2024 · 1 comment
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enhancement New feature or request

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@imr555
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imr555 commented Nov 10, 2024

Is your feature request related to a problem? Please describe.
No, problem, Just an addition of an interesting bacbone to the timm library

Describe the solution you'd like
Addition of UniRepLKNet Backbones to the collection of backbones in the timm library

Describe alternatives you've considered
None sadly

Additional context
The back bone is based on the following two papers
https://arxiv.org/pdf/2311.15599
https://arxiv.org/pdf/2410.08049
The codebase where the models are present are as follows
https://github.com/AILab-CVC/UniRepLKNet
The models seem to be an interesting take on using Larger Convolution Kernels for recent problems and producing interesting results.

@imr555 imr555 added the enhancement New feature or request label Nov 10, 2024
@rwightman
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@imr555 I looked a that, or at least a related network/idea ... problem with those is they require custom kernels and it's a big commitment to take on maintining those. I've yet to do so and probably won't unless there's an incredibly compelling network

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