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Local-Salient Network Neural Network for baggage Re-Identification with Material Discerning

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VIRC-lab-csust/LSDNN

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Prepare

   1. download mvb dataset from http://volumenet.cn/#/
   2.> mkdir MVB
     > mv MVB_train/Image       MVB/MVB_train/Image
     > mv MVB_val/Image/gallery MVB/MVB_val/Image/gallery
     > mv MVB_val/Image/probe   MVB/MVB_val/Image/probe
   3. Install dependencies
       pytorch>=1.0
       torchvision
       yacs
       tensorboardX
   4. pretrained model
       You can download the ImageNet pre-trained weights from here
       https://drive.google.com/drive/folders/1thS2B8UOSBi_cJX6zRy6YYRww_nVFI_S

Train

   > python train.py

Evaluator

   > python evaluator.py

Result

mAP Rank-1 Rank-5 Rank-10
82.3% 80.4% 90.5% 95.0%

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Local-Salient Network Neural Network for baggage Re-Identification with Material Discerning

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