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aim-uofa / AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
https://git.io/AdelaiDet
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The efficiency of DenseCL #307

Open jancylee opened 3 years ago

jancylee commented 3 years ago

Replacing contrastive learning from image level to pixel level，it's going to be a lot less efficient, especially when calculating comparative loss. So how do you solve the thorny efficiency issues?

WXinlong commented 3 years ago

Actually, it is very efficient with simple parallel matrix operations. Please see our paper for a detailed running time comparison.