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vehiclereid_baseline's Introduction

Vehiclereid Baseline

This is a baseline framework for vehicle re-id on the VeRi dataset, implementated by PyTorch.

The backbone is ResNet-50 or ResNet-101 which is trained by cross entropy loss.

This is a very simple baseline for image-based vehicle re-id without any tricks, augmentation, metric learning methods, and use of license plates and spatio-temporal information. Therefore, the results may be very poor.

Dependencies

  • PyTorch 1.0
  • Python3

vehiclereid_baseline's People

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