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fewshot-zoo

ProtoNet:

To reproduce the ProtoNet results for (n_way = 5, n_shot=5):

python train.py --exp_id protonet.exp_im1 --model protonet --gpu 0

The result is 65.13% (valid), 66.52% (test)

To reproduce the ProtoNet results for (n_way = 5, n_shot=1):

python train.py --exp_id protonet.exp_im2 --model protonet --gpu 0

The result is 48.12% (valid), 48.91% (test)

DVE

mini-imagenet dataset pretrain

python train.py --pretype train --model dve --exp_id dve.im --gpu 1 --pretrain_dir saved_models/dve

train the model

python train.py --type train --model dve --exp_id dve.im --gpu 1 --pretrain_dir saved_models/dve

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