how does the 3d cnn pretrained on ImageNet?

ZFTurbo / segmentation_models_3D

Set of models for segmentation of 3D volumes

MIT License

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Closed jizhang02 closed 1 year ago

jizhang02 commented 1 year ago

Hello,

As we know that many 2d CNN architectures have pretrained weights thanks to ImageNet or other huge datasets.

I just wonder does the 3d CNN architecture's backbone in this repo have pretrained weights? If it does, how it comes?

Thank you in advance!

Jing

ZFTurbo commented 1 year ago

Hello, you can read the idea in this paper: https://arxiv.org/pdf/2104.01687.pdf

In short I converted 2D imagenet weights in 3D variant.