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Pretrained Model

Open code10086web opened this issue 4 years ago • 3 comments

Hi,friends,I am wondering if you could provide me pretrained model.

code10086web avatar Feb 07 '21 03:02 code10086web

Hello, you can download the weights in here.

Hi,friends,I am wondering if you could provide me pretrained model.

mznw avatar Feb 07 '21 07:02 mznw

Hello, you can download the weights in here.

Thank you very much! By the way, I am wondering if cuhk03 pretrained model is convenient to provide me.

code10086web avatar Feb 07 '21 08:02 code10086web

Hi,friends, Could you give me some tips? I obtained a lower result compared to your paper using pretrained model you provided.

My Environment

  • future==0.18.2
  • joblib==1.0.0
  • mock==4.0.3
  • numpy==1.20.0
  • Pillow==8.1.0
  • scikit-learn==0.24.1
  • scipy==1.6.0
  • six==1.15.0
  • threadpoolctl==2.1.0
  • torch==1.6.0
  • torchvision==0.7.0

The following are my test results

Datasets mAP R1 mAP(paper) R1(paper)
market1501(pretrained model provided by  the author) 87.92 95.3 88.2 95.7
dukemtmc(pretrained model provided by  the author) 78.78 89.4 79 89
dukemtmc(the model I trained ) 76.64 88.28 79 89
cuhk03(detected)(the model I trained) 73.78 77.36 74.8 78.9
cuhk03(labeled)(to be trained)     76.9 78.9

In addition, src/datasets/cuhk03.py may have a small bug.

def camera(file_path):

    return int(file_path.split('/')[-1].split('_')[1][0])     the last 0 may be chang to 1  ([1][0]——>[1][1])

Thanks a lot. Wish you a Happy New Year!

code10086web avatar Feb 08 '21 04:02 code10086web