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icoz69 / CaNet

The code for paper "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning"

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Some setting questions

lxtGH opened this issue · comments

commented

Hi! @icoz69 Thanks for your open sourced code. It is a very nice work ! Could you provide the detailed setting on COCO subset ?

commented

Also. why you fix the imagenet pretrained weights during the training ??

commented

hello. as the project here is modified for easy reading, the coco loader may not compatible directly with the API in this repo. I will modify the code the upload them here in the future. Before that
you can drop me an email (in the paper), such that i can send the raw coco data and loader to you.
as to the imagenet pre-trained weights, i find it helpful to fix it such that the network focus on learning the reasoning part not object features. anyway, it yields better results.

commented

Hi thanks for your reply.