Ning-Ding/Implementation-CVPR2015-CNN-for-ReID

Implementation-CVPR2015-CNN-for-ReID

Notice:

Code for CUHK03 has already been updated.

Test Environment:

• Ubuntu 18.04
• Python 3.6.6
• TensorFlow 1.11
• Keras 2.1.6-tf
• CUDA 9.0
• cudnn 7.3.1
• NVIDIA GTX 1080Ti

Working on:

• Use TensorFlow Low API to update the code
• CMC and mAP
• TensorBoard
• Multi-GPU
• Estimator

Things to do:

• Show the Test Result Form.
• Share the trained model to reproduce the test result with Baidu Drive or Google Drive.
• Same to the code for Market-1501.

Implementation for CVPR 2015 Paper: "An Improved Deep Learning Architecture for Person Re-Identification".

Paper link

This architechture is implemented based on Keras with Tensorflow backen using Python Programming Language.

Train the model on which dataset?

1. CUHK-03

The model structure