├── .gitignore ├── .gitmodules ├── LICENSE ├── README.md ├── __init__.py ├── data └── scripts │ └── fetch_pretrained_vgg_cnn_s_model.sh ├── experiments ├── README.md ├── cfgs │ ├── README.md │ ├── gmp.yml │ └── spp.yml ├── examples │ ├── GOOGLENET │ │ ├── estimate_rap.sh │ │ ├── loc_rap.sh │ │ ├── test_peta.sh │ │ ├── test_rap.sh │ │ ├── train_peta_0.sh │ │ ├── train_peta_1.sh │ │ ├── train_rap_0.sh │ │ ├── train_rap_1.sh │ │ └── train_rap_cpu.sh │ ├── GOOGLENET_BN_SPP │ │ ├── estimate_rap.sh │ │ ├── loc_rap.sh │ │ ├── test_peta.sh │ │ ├── test_rap.sh │ │ ├── train_peta_0.sh │ │ ├── train_peta_1.sh │ │ ├── train_rap_0.sh │ │ ├── train_rap_1.sh │ │ └── train_rap_cpu.sh │ ├── GOOGLENET_SPP │ │ ├── estimate_rap.sh │ │ ├── loc_rap.sh │ │ ├── test_peta.sh │ │ ├── test_rap.sh │ │ ├── train_peta_0.sh │ │ ├── train_peta_1.sh │ │ ├── train_rap_0.sh │ │ ├── train_rap_1.sh │ │ └── train_rap_cpu.sh │ ├── INCEPTION_BN_GMP │ │ ├── estimate_rap.sh │ │ ├── estimate_rap_51attr.sh │ │ ├── loc_rap.sh │ │ ├── loc_rap_51attr.sh │ │ ├── test_peta.sh │ │ ├── test_rap.sh │ │ ├── test_rap_51attr.sh │ │ ├── train_peta_0.sh │ │ ├── train_peta_1.sh │ │ ├── train_rap_0.sh │ │ ├── train_rap_0_51attr.sh │ │ ├── train_rap_1.sh │ │ └── train_rap_cpu.sh │ ├── INCEPTION_BN_SPP │ │ ├── estimate_rap.sh │ │ ├── estimate_rap_51attr.sh │ │ ├── loc_rap.sh │ │ ├── loc_rap_51attr.sh │ │ ├── test_peta.sh │ │ ├── test_rap.sh │ │ ├── test_rap_51attr.sh │ │ ├── train_peta_0.sh │ │ ├── train_peta_1.sh │ │ ├── train_rap_0.sh │ │ ├── train_rap_0_51attr.sh │ │ ├── train_rap_1.sh │ │ └── train_rap_cpu.sh │ ├── INCEPTION_BN_SPP_51attr │ │ ├── estimate_rap_51attr.sh │ │ ├── loc_rap_51attr.sh │ │ ├── test_rap_51attr.sh │ │ └── train_rap_0_51attr.sh │ ├── RPN │ │ ├── test_rpn_peta.sh │ │ ├── test_rpn_rap.sh │ │ ├── train_rpn_peta_0.sh │ │ ├── train_rpn_peta_1.sh │ │ ├── train_rpn_rap_0.sh │ │ ├── train_rpn_rap_1.sh │ │ └── train_rpn_rap_cpu.sh │ ├── VGG_CNN_S │ │ ├── test_vgg_s_peta.sh │ │ ├── test_vgg_s_rap.sh │ │ ├── train_vgg_s_peta_0.sh │ │ ├── train_vgg_s_peta_1.sh │ │ ├── train_vgg_s_rap_0.sh │ │ ├── train_vgg_s_rap_1.sh │ │ └── train_vgg_s_rap_cpu.sh │ └── WS_BL │ │ ├── estimate_rap_51attr.sh │ │ ├── loc_rap_51attr.sh │ │ ├── test_peta.sh │ │ ├── test_rap_51attr.sh │ │ ├── test_rap_51attr_2nd.sh │ │ ├── test_rap_51attr_3rd.sh │ │ ├── train_peta_0.sh │ │ ├── train_rap_0_51attr.sh │ │ ├── train_rap_0_51attr_2nd.sh │ │ └── train_rap_0_51attr_3rd.sh ├── logs │ └── README.md └── scripts │ └── wpal_net.sh ├── lib ├── WS_BL │ ├── __init__.py │ ├── config.py │ ├── estimate.py │ ├── loc.py │ ├── recog.py │ ├── test.py │ └── train.py ├── __init__.py ├── data_layer │ ├── __init__.py │ ├── layer.py │ └── minibatch.py ├── utils │ ├── __init__.py │ ├── _init_path.py │ ├── blob.py │ ├── evaluate.py │ ├── kmeans.py │ ├── peta_db.py │ ├── rap_db.py │ └── timer.py └── wpal_net │ ├── __init__.py │ ├── config.py │ ├── estimate.py │ ├── loc.py │ ├── recog.py │ ├── test.py │ └── train.py ├── master ├── models ├── GOOGLENET_BN_SPP_RAP │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── GOOGLENET_PETA │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── GOOGLENET_RAP │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── GOOGLENET_SPP_PETA │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── GOOGLENET_SPP_RAP │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── INCEPTION_BN_GMP_PETA │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── INCEPTION_BN_GMP_RAP │ ├── 1.prototxt │ ├── Copy_test_net.prototxt │ ├── deploy (copy).prototxt │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── INCEPTION_BN_SPP_PETA │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── INCEPTION_BN_SPP_RAP │ ├── 1.prototxt │ ├── Copy_test_net.prototxt │ ├── deploy (copy).prototxt │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── INCEPTION_BN_SPP_RAP_51attr │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── VGG_S_MLL_PETA │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── VGG_S_MLL_RAP │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── WS_BL │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── WS_BL_2th │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── WS_BL_3rd │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt └── WS_BL_PETA │ ├── solver.prototxt │ ├── test_net.prototxt │ └── train_net.prototxt ├── output └── acc.txt └── tools ├── __init__.py ├── _init_path.py ├── estimate_param.py ├── evaluate.py ├── loc.py ├── loc_BL.py ├── test_net.py ├── test_net_WS_BL.py └── train_net.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/YangZhou1994/WPAL-network/HEAD/.gitignore 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