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The mAP in voc2007 #9

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xiaopingzeng opened this issue Jan 16, 2019 · 1 comment
Open

The mAP in voc2007 #9

xiaopingzeng opened this issue Jan 16, 2019 · 1 comment

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@xiaopingzeng
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I only get best=93.395 when I run “python3 -m wildcat.demo_voc2007 ../data/voc --image-size 448 --batch-size 16 --lrp 0.1 --lr 0.01 --epochs 20 --k 0.2 --maps 8 --alpha 0.7”. How to get the same result as your paper(voc2007 best mAP=95)?

@gaobb
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gaobb commented Feb 3, 2019

I only get 90.607 ( best=91.243 ) which is lower the reslut in paper (95).

$python3 -m wildcat.demo_voc2007 ../data/voc --image-size 448 --batch-size 16 --lrp 0.1 --lr 0.01 --epochs 20 --k 0.2 --maps 8 --alpha 0.7

Epoch: [19] Loss 0.0131 mAP 99.449
Test: 100%|########################################################################################| 310/310 [00:49<00:00, 7.52it/s]
Test: Loss 0.1392 mAP 90.607
save model ../expes/models/voc2007/checkpoint.pth.tar
*** best=91.243

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