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PTGAN

The code of PTGAN

Our code is modified from https://github.com/XHUJOY/CycleGAN-tensorflow, you can view the project for more details.

MSMT17 Dataset

• Our proposed MSMT17 dataset has been released, and the dataset is available in the page http://www.pkuvmc.com/publications/msmt17.html

Prerequisites

• tensorflow r1.1
• numpy 1.11.0
• scipy 0.17.0
• pillow 3.3.0

Train and Test

• The procedure is similar with https://github.com/XHUJOY/CycleGAN-tensorflow, you can refer it.

Results

• The results of transferring from CUHK03 to Duke are shown as follows: <img src="CToD.png" width="800px"/>
• The results of transferring from CUHK03 to Market are shown as follows: <img src="CtoM.png" width="800px"/>
• The results of transferring from Market to CUHK03 are shown as follows: <img src="MtoC.png" width="800px"/>
• The results of transferring from Market to Duke are shown as follows: <img src="MtoD.png" width="800px"/>
• The results of transferring from Duke to CUHK03 are shown as follows: <img src="DtoC.png" width="800px"/>
• The results of transferring from Duke to Market are shown as follows: <img src="DtoM.png" width="800px"/>
• The results of transferring from CUHK03 to MSMT17 are shown as follows: <img src="CtoMS.png" width="800px"/>
• The results of transferring from Market to MSMT17 are shown as follows: <img src="MtoMS.png" width="800px"/>
• The results of transferring from Duke to MSMT17 are shown as follows: <img src="DtoMS.png" width="800px"/>