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chrysts / dsn_fewshot

MIT License
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DSN for CUB dataset #17

Closed LoveMiki closed 2 years ago

LoveMiki commented 2 years ago

Hi, Using your code, i can reproduce the results on your paper. Then i try to use DSN to train on the CUB-200-2011 dataset, but I got the error "The algorithm failed to converge because the input matrix is ill-conditioned or has too many repeated singular values". Are there any solutions to this issue? BTW, I used the common data format of CUB, which contains the raw images with different resolutions.

Thank you in advance.

chrysts commented 2 years ago

Hi LoveMiki,

Are you training on 1 shot or 5 shot? I think that error usually happens when you train with 1 image per class in the support set.

Best, Chris