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-# The PRW-baseline
-This repository provides the baseline codes for the PRW (Person Re-identification in the Wild) dataset.
-This is the very first version of the baseline codes. The code uses DPM as detector, and BoW+XQDA as recognizer. DPM results are given.
+We provide evaluation code of the PRW dataset in this repository. Please kindly cite the Arxiv paper if you use this dataset.
+
+Liang Zheng*, Hengheng Zhang*, Shaoyan Sun*, Manmohan Chandraker, Qi Tian, "Person Re-identification in the Wild", arXiv:1604.02531, 2016. (* equal contribution)
+
+This code implements the baseline using DPM as detector and BoW+XQDA as recognizer.
+With the prepared codes, you can obtain some baseline results with 3 steps.
+
+1. Download the PRW dataset, and unzip it in the folder "PRW"
+
+2. Run "metric_learning.m" to train the recognition model. 
+
+3. Run "baseline_dpm_bow.m" to test the PRW dataset. 
+
+Note that the DPM detection results are provided in folder "data". In future release, we will provide detection codes and more recognition codes.
+
+Please let me know if you have any problems. liangzheng06@gmail.com