This code is the testing code for the deep model in [a]. This code is based on the deeplearningtoolbox [c]. The entrance code is "main.m". In order to run the code: 1. unzip annotations.zip & res.zip in eval/data-ETH 2. unzip annotations.zip & res.zip in eval/data-PETS 3. unzip annotations.zip & res.zip & toolbox.zip in eval/data-USA 4. run main.m in matlab Note: In main.m, line 21, you can select which dataset to run %0: caltech train; 1: ETHZ; 4:caltech test; 5: PETS DatasetTable = [5]; [a] W. Ouyang, X. Zeng and X. Wang. Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model.