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[WACV'23] The official code for "Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems"

Home Page: https://openaccess.thecvf.com/content/WACV2023/papers/Ghosh_Relation_Preserving_Triplet_Mining_for_Stabilising_the_Triplet_Loss_In_WACV_2023_paper.pdf

License: MIT License

Python 100.00%
computer-vision image-retrieval pytorch reidentification triplet-loss triplet-mining wacv2023

rptm_reid's Introduction

Hello World! 👋

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About Me

I'm a second-year MSc student in Machine Learning at the University of Tübingen, where I am focusing on developing robust algorithms for real-world Vision and Language tasks.

Previous Roles - Zurich University of Applied Sciences, Singapore Management University, Australian National University, Jadavpur University

🌱 I’m currently learning Vision-Language Integration, specifically image-text alignment methods
📫 How to reach me: Email / Website / Scholar / LinkedIn / Instagram / YouTube

rptm_reid's People

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rptm_reid's Issues

custom dataset

Hello, is it possible to train a custom dataset? How to do it if possible?

About the baseline model

Hi,

Thank you for the work. May I ask what model did you use for the baseline config file?
I asked because I did not find where the SENet module is used. Any clue would be appreciated!

Only vehicle re-id

Hi. I'm only interested in vehicle re-id, not human. Can I only have that dataset and train the model?

About mAP and weigts

Hello, thank you for your contribution.
The accuracy of rank1 in our training results is consistent with that described in the paper, but the mAP is quite different from the one described in the paper.
Can you please open source your training weights?

AttributeError: TEST_SIZE

Hi, thanks for your great work. I trained the model on the Veri dataset and encountered an error when executing python main.py --config_file configs/veri_r101.yml in the terminal, as shown in the following figure.
感谢您的工作,我在veri数据集上训练模型的时候,在终端中执行python main.py --config_file configs/veri_r101.yml,程序报错,如下图所示。
1690102584361

I checked veri_ r101.yml file, found no TEST.TEST_SIZE parameter, which is needed in kwargs.py, line 27.
我查看了veri_r101.yml文件,发现没有**TEST.TEST_SIZE**这个参数。
image
1690103552907

How should I solve this problem? Looking forward to your reply!
我应该怎样解决这个问题呢?期待您的回复!

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