qyanni/v2reid

V2ReID: Vision-Outlooker-Based Vehicle Re-Identification

Updates

1. • (09 November 2022) - Paper published in Trustworthy AI for Vehicle-to-Everything (V2X): Opportunities and Challenges, a special issue of Sensors
2. • (18 November 2022) - Release the code
3. • (18 November 2022) - Add description of the code (see code_overview)
4. • Add more details and explanations (requirements, how to run the code, etc)

V2ReID

Hi all 😊 , welcome to the official repository for V2ReID: Vision-Outlooker-Based Vehicle Re-Identification. The code and research is inspired by the authors of VOLO and TransReID. I would like to express my gratitude to the authors.

Getting Started

1. Requirements
2. Ingredients

• VeRi-776 data can be requested from their webpage
• pretrained VOLO models can be downloaded from their github

Reference:

@article{qian2022v2reid,
  title={V2ReID: Vision-Outlooker-Based Vehicle Re-Identification},
  author={Qian, Yan and Barthelemy, Johan and Iqbal, Umair and Perez, Pascal},
  journal={Sensors},
  volume={22},
  number={22},
  pages={8651},
  year={2022},
  publisher={MDPI}
}