├── README.md ├── caffe ├── CMakeLists.txt ├── Makefile ├── Makefile.config ├── Makefile.config.example ├── build ├── caffe.cloc ├── cmake │ ├── .svn │ │ ├── all-wcprops │ │ ├── entries │ │ └── text-base │ │ │ ├── ConfigGen.cmake.svn-base │ │ │ ├── Cuda.cmake.svn-base │ │ │ ├── Dependencies.cmake.svn-base │ │ │ ├── Misc.cmake.svn-base │ │ │ ├── ProtoBuf.cmake.svn-base │ │ │ ├── Summary.cmake.svn-base │ │ │ ├── Targets.cmake.svn-base │ │ │ ├── Utils.cmake.svn-base │ │ │ └── lint.cmake.svn-base │ ├── ConfigGen.cmake │ ├── Cuda.cmake │ ├── Dependencies.cmake │ ├── Misc.cmake │ ├── Modules │ │ ├── .svn │ │ │ ├── all-wcprops │ │ │ ├── entries │ │ │ └── text-base │ │ │ │ ├── FindAtlas.cmake.svn-base │ │ │ │ ├── FindGFlags.cmake.svn-base │ │ │ │ ├── FindGlog.cmake.svn-base │ │ │ │ ├── FindLAPACK.cmake.svn-base │ │ │ │ ├── FindLMDB.cmake.svn-base │ │ │ │ ├── FindLevelDB.cmake.svn-base │ │ │ │ ├── FindMKL.cmake.svn-base │ │ │ │ ├── FindMatlabMex.cmake.svn-base │ │ │ │ ├── FindNumPy.cmake.svn-base │ │ │ │ ├── FindOpenBLAS.cmake.svn-base │ │ │ │ ├── FindSnappy.cmake.svn-base │ │ │ │ └── FindvecLib.cmake.svn-base │ │ ├── FindAtlas.cmake │ │ ├── FindGFlags.cmake │ │ ├── FindGlog.cmake │ │ ├── FindLAPACK.cmake │ │ ├── FindLMDB.cmake │ │ ├── FindLevelDB.cmake │ │ ├── FindMKL.cmake │ │ ├── FindMatlabMex.cmake │ │ ├── FindNumPy.cmake │ │ ├── FindOpenBLAS.cmake │ │ ├── FindSnappy.cmake │ │ └── FindvecLib.cmake │ ├── ProtoBuf.cmake │ ├── Summary.cmake │ ├── Targets.cmake │ ├── Templates │ │ ├── .svn │ │ │ ├── all-wcprops │ │ │ ├── entries │ │ │ └── text-base │ │ │ │ ├── CaffeConfig.cmake.in.svn-base │ │ │ │ ├── CaffeConfigVersion.cmake.in.svn-base │ │ │ │ └── caffe_config.h.in.svn-base │ │ ├── CaffeConfig.cmake.in │ │ ├── CaffeConfigVersion.cmake.in │ │ └── caffe_config.h.in │ ├── Utils.cmake │ └── lint.cmake ├── include │ ├── .svn │ │ ├── all-wcprops │ │ └── entries │ └── caffe │ │ ├── .svn │ │ ├── all-wcprops │ │ ├── entries │ │ └── text-base │ │ │ ├── blob.hpp.svn-base │ │ │ ├── caffe.hpp.svn-base │ │ │ ├── common.hpp.svn-base │ │ │ ├── common_layers.hpp.svn-base │ │ │ ├── data_layers.hpp.svn-base │ │ │ ├── data_transformer.hpp.svn-base │ │ │ ├── filler.hpp.svn-base │ │ │ ├── internal_thread.hpp.svn-base │ │ │ ├── layer.hpp.svn-base │ │ │ ├── layer_factory.hpp.svn-base │ │ │ ├── loss_layers.hpp.svn-base │ │ │ ├── net.hpp.svn-base │ │ │ ├── neuron_layers.hpp.svn-base │ │ │ ├── python_layer.hpp.svn-base │ │ │ ├── solver.hpp.svn-base │ │ │ ├── syncedmem.hpp.svn-base │ │ │ └── vision_layers.hpp.svn-base │ │ ├── blob.hpp │ │ ├── caffe.hpp │ │ ├── common.hpp │ │ ├── common_layers.hpp │ │ ├── data_layers.hpp │ │ ├── data_transformer.hpp │ │ ├── filler.hpp │ │ ├── internal_thread.hpp │ │ ├── layer.hpp │ │ ├── layer_factory.hpp │ │ ├── loss_layers.hpp │ │ ├── net.hpp │ │ ├── neuron_layers.hpp │ │ ├── python_layer.hpp │ │ ├── solver.hpp │ │ ├── syncedmem.hpp │ │ ├── test │ │ ├── .svn │ │ │ ├── all-wcprops │ │ │ ├── entries │ │ │ └── text-base │ │ │ │ ├── test_caffe_main.hpp.svn-base │ │ │ │ └── test_gradient_check_util.hpp.svn-base │ │ ├── test_caffe_main.hpp │ │ └── test_gradient_check_util.hpp │ │ ├── util │ │ ├── .svn │ │ │ ├── all-wcprops │ │ │ ├── entries │ │ │ └── text-base │ │ │ │ ├── benchmark.hpp.svn-base │ │ │ │ ├── coords.hpp.svn-base │ │ │ │ ├── cudnn.hpp.svn-base │ │ │ │ ├── db.hpp.svn-base │ │ │ │ ├── device_alternate.hpp.svn-base │ │ │ │ ├── im2col.hpp.svn-base │ │ │ │ ├── insert_splits.hpp.svn-base │ │ │ │ ├── io.hpp.svn-base │ │ │ │ ├── math_functions.hpp.svn-base │ │ │ │ ├── mkl_alternate.hpp.svn-base │ │ │ │ ├── rng.hpp.svn-base │ │ │ │ └── upgrade_proto.hpp.svn-base │ │ ├── benchmark.hpp │ │ ├── coords.hpp │ │ ├── cudnn.hpp │ │ ├── db.hpp │ │ ├── device_alternate.hpp │ │ ├── im2col.hpp │ │ ├── insert_splits.hpp │ │ ├── io.hpp │ │ ├── math_functions.hpp │ │ ├── mkl_alternate.hpp │ │ ├── rng.hpp │ │ └── upgrade_proto.hpp │ │ └── vision_layers.hpp ├── matcaffe.d ├── models │ ├── fcn-32s-pascal │ │ ├── 2012 │ │ │ ├── 100-fs-rest-points │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── fs-cls-con │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── image-level-labels-cls-con-obj │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── image-level-labels-cls-con │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── random1-click1-cls-con-obj │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── real1-click1-cls-con-obj-3annotators │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── real1-click1-cls-con-obj │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── real1-click1-cls-con │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── real1-cls-con-obj-rankweight │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ ├── real1-cls-con-obj │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ │ └── real1-squiggle1-cls-con-obj │ │ │ │ ├── README.md │ │ │ │ ├── caffemodel-url │ │ │ │ ├── deploy.prototxt │ │ │ │ ├── solver.prototxt │ │ │ │ └── train_val.prototxt │ │ ├── README.md │ │ ├── deploy.prototxt │ │ ├── solver.prototxt │ │ └── train_val.prototxt │ ├── vgg16-conv-pascal │ │ ├── README.md │ │ ├── caffemodel-url │ │ ├── deploy.prototxt │ │ └── mapping.txt │ └── vgg16-conv │ │ ├── README.md │ │ ├── caffemodel-url │ │ └── deploy.prototxt ├── objectness-release-v2.2 │ ├── .DS_Store │ ├── 002053.jpg │ ├── Data │ │ ├── .DS_Store │ │ ├── CClikelihood.mat │ │ ├── EDlikelihood.mat │ │ ├── MSlikelihood.mat │ │ ├── SSlikelihood.mat │ │ └── params.mat │ ├── LICENSE.txt │ ├── MEX │ │ ├── NMS_sampling.c │ │ ├── NMS_sampling.mexa64 │ │ ├── computeIntegralHistogramMex.c │ │ ├── computeIntegralHistogramMex.mexa64 │ │ ├── computeScoreContrast.c │ │ ├── computeScoreContrast.mexa64 │ │ ├── nms4d.c │ │ ├── nms4d.mexa64 │ │ ├── scoreSamplingMex.c │ │ ├── scoreSamplingMex.mexa64 │ │ ├── slidingWindowComputeScore.c │ │ └── slidingWindowComputeScore.mexa64 │ ├── README.txt │ ├── Training │ │ ├── .DS_Store │ │ └── Images │ │ │ ├── .DS_Store │ │ │ ├── 000281.png │ │ │ ├── 000912.png │ │ │ ├── 000933.png │ │ │ ├── 001056.png │ │ │ ├── 001962.png │ │ │ ├── 002453.png │ │ │ ├── 002502.png │ │ │ ├── 002532.png │ │ │ ├── 002649.png │ │ │ ├── 003346.png │ │ │ ├── 003960.png │ │ │ ├── 004468.png │ │ │ ├── 004513.png │ │ │ ├── 004549.png │ │ │ ├── 005173.png │ │ │ ├── 005279.png │ │ │ ├── 0167.jpg │ │ │ ├── 0210.png │ │ │ ├── 0318.png │ │ │ ├── 0360.jpg │ │ │ ├── 0380.png │ │ │ ├── 0393.jpg │ │ │ ├── 0443.png │ │ │ ├── 051226_115142__I2E0348.jpg │ │ │ ├── 051227_072030__I2E0403.jpg │ │ │ ├── 0731.png │ │ │ ├── 0811.png │ │ │ ├── 0817.jpg │ │ │ ├── 0907.png │ │ │ ├── 0966.png │ │ │ ├── 1009.png │ │ │ ├── 101_0117.png │ │ │ ├── 101_0154.png │ │ │ ├── carsgraz_117.png │ │ │ ├── carsgraz_235.png │ │ │ ├── carsgraz_271.png │ │ │ ├── crop001127.png │ │ │ ├── hometeleportcomflyhearttommybikeflathead.png │ │ │ ├── mishappaimagepbasecomu38mardolilarge32056012pedestriancrossing.png │ │ │ ├── person_085.png │ │ │ ├── person_086.png │ │ │ ├── person_096.png │ │ │ ├── person_150.png │ │ │ ├── person_186.png │ │ │ ├── person_191.png │ │ │ ├── person_203.png │ │ │ ├── person_395.png │ │ │ ├── person_and_bike_070.png │ │ │ ├── structGT.mat │ │ │ ├── wwwmopartsorgmopartscarshow20033imgdemon722.png │ │ │ └── wwwocarccaEOCEventsimagesHumanRAdd4Marks4x4VincesMotorbikeJuly04710x532.png │ ├── computeArea.m │ ├── computeIntegralImage.m │ ├── computeIntegralImageScores.m │ ├── computeIntersectionArea.m │ ├── computeObjectnessHeatMap.m │ ├── computePascalScore.m │ ├── computeQuantMatrix.m │ ├── computeScores.m │ ├── defaultParams.m │ ├── demo.m │ ├── drawBoxes.m │ ├── generateWindows.m │ ├── gray2rgb.m │ ├── images_objectness │ │ ├── 2007_000032.jpg │ │ ├── 2007_000033.jpg │ │ ├── 2007_000039.jpg │ │ ├── 2007_000042.jpg │ │ ├── 2007_000061.jpg │ │ ├── 2007_000063.jpg │ │ ├── 2007_000068.jpg │ │ ├── 2007_000121.jpg │ │ ├── 2007_000123.jpg │ │ ├── 2007_000129.jpg │ │ ├── 2007_000170.jpg │ │ ├── 2007_000175.jpg │ │ ├── 2007_000187.jpg │ │ ├── 2007_000241.jpg │ │ ├── 2007_000243.jpg │ │ ├── 2007_000250.jpg │ │ ├── 2007_000256.jpg │ │ ├── 2007_000323.jpg │ │ ├── 2007_000332.jpg │ │ ├── 2007_000333.jpg │ │ ├── 2007_000346.jpg │ │ ├── 2007_000363.jpg │ │ ├── 2007_000364.jpg │ │ ├── 2007_000392.jpg │ │ ├── 2007_000452.jpg │ │ ├── 2007_000464.jpg │ │ ├── 2007_000480.jpg │ │ ├── 2007_000491.jpg │ │ ├── 2007_000504.jpg │ │ ├── 2007_000515.jpg │ │ ├── 2007_000528.jpg │ │ ├── 2007_000529.jpg │ │ ├── 2007_000549.jpg │ │ ├── 2007_000559.jpg │ │ ├── 2007_000572.jpg │ │ ├── 2007_000584.jpg │ │ ├── 2007_000629.jpg │ │ ├── 2007_000636.jpg │ │ ├── 2007_000645.jpg │ │ ├── 2007_000648.jpg │ │ ├── 2007_000661.jpg │ │ ├── 2007_000663.jpg │ │ ├── 2007_000676.jpg │ │ ├── 2007_000713.jpg │ │ ├── 2007_000720.jpg │ │ ├── 2007_000727.jpg │ │ ├── 2007_000733.jpg │ │ ├── 2007_000738.jpg │ │ ├── 2007_000762.jpg │ │ ├── 2007_000768.jpg │ │ ├── 2007_000783.jpg │ │ ├── 2007_000793.jpg │ │ ├── 2007_000799.jpg │ │ ├── 2007_000804.jpg │ │ ├── 2007_000822.jpg │ │ ├── 2007_000830.jpg │ │ ├── 2007_000836.jpg │ │ ├── 2007_000837.jpg │ │ ├── 2007_000847.jpg │ │ ├── 2007_000862.jpg │ │ ├── 2007_000876.jpg │ │ ├── 2007_000904.jpg │ │ ├── 2007_000925.jpg │ │ ├── 2007_000999.jpg │ │ ├── 2007_001027.jpg │ │ ├── 2007_001073.jpg │ │ ├── 2007_001149.jpg │ │ ├── 2007_001154.jpg │ │ ├── 2007_001175.jpg │ │ ├── 2007_001185.jpg │ │ ├── 2007_001225.jpg │ │ ├── 2007_001239.jpg │ │ ├── 2007_001284.jpg │ │ ├── 2007_001288.jpg │ │ ├── 2007_001289.jpg │ │ ├── 2007_001299.jpg │ │ ├── 2007_001311.jpg │ │ ├── 2007_001321.jpg │ │ ├── 2007_001340.jpg │ │ ├── 2007_001377.jpg │ │ ├── 2007_001397.jpg │ │ ├── 2007_001408.jpg │ │ ├── 2007_001416.jpg │ │ ├── 2007_001420.jpg │ │ ├── 2007_001423.jpg │ │ ├── 2007_001430.jpg │ │ ├── 2007_001439.jpg │ │ ├── 2007_001457.jpg │ │ ├── 2007_001458.jpg │ │ ├── 2007_001487.jpg │ │ ├── 2007_001526.jpg │ │ ├── 2007_001568.jpg │ │ ├── 2007_001585.jpg │ │ ├── 2007_001586.jpg │ │ ├── 2007_001587.jpg │ │ ├── 2007_001594.jpg │ │ ├── 2007_001595.jpg │ │ ├── 2007_001602.jpg │ │ ├── 2007_001609.jpg │ │ ├── 2007_001630.jpg │ │ ├── 2007_001677.jpg │ │ ├── 2007_001678.jpg │ │ ├── 2007_001698.jpg │ │ ├── 2007_001704.jpg │ │ ├── 2007_001709.jpg │ │ ├── 2007_001717.jpg │ │ ├── 2007_001724.jpg │ │ ├── 2007_001733.jpg │ │ ├── 2007_001761.jpg │ │ ├── 2007_001763.jpg │ │ ├── 2007_001764.jpg │ │ ├── 2007_001774.jpg │ │ ├── 2007_001825.jpg │ │ ├── 2007_001834.jpg │ │ ├── 2007_001857.jpg │ │ ├── 2007_001872.jpg │ │ ├── 2007_001884.jpg │ │ ├── 2007_001901.jpg │ │ ├── 2007_001917.jpg │ │ ├── 2007_001955.jpg │ │ └── 2007_001960.jpg │ ├── integralHistSuperpixels.m │ ├── integrateBayes.m │ ├── learnParameters.m │ ├── learnTheta.m │ ├── learnThetaMS.m │ ├── nms_pascal.m │ ├── numerizeLabels.m │ ├── objectness_pascal.m │ ├── output.mat │ ├── pff_segment │ │ ├── COPYING │ │ ├── Makefile │ │ ├── SegmentToLabels.m │ │ ├── convolve.h │ │ ├── disjoint-set.h │ │ ├── filter.h │ │ ├── image.h │ │ ├── imconv.h │ │ ├── imutil.h │ │ ├── misc.h │ │ ├── output.mat │ │ ├── pnmfile.h │ │ ├── segment │ │ ├── segment-graph.h │ │ ├── segment-image.h │ │ ├── segment.cpp │ │ ├── segmentmex.cpp │ │ ├── segmentmex.m │ │ └── segmentmex.mexa64 │ ├── retrieveCoordinates.m │ ├── rgb2lab.m │ ├── runObjectness.m │ ├── runObjectness.m~ │ ├── scoreSampling.m │ ├── segmentArea.m │ ├── startup.m │ ├── tmpdir │ │ └── .DS_Store │ └── updatePath.m ├── src │ ├── .svn │ │ ├── all-wcprops │ │ └── entries │ ├── caffe │ │ ├── .svn │ │ │ ├── all-wcprops │ │ │ ├── entries │ │ │ └── text-base │ │ │ │ ├── CMakeLists.txt.svn-base │ │ │ │ ├── blob.cpp.svn-base │ │ │ │ ├── common.cpp.svn-base │ │ │ │ ├── data_transformer.cpp.svn-base │ │ │ │ ├── internal_thread.cpp.svn-base │ │ │ │ ├── layer_factory.cpp.svn-base │ │ │ │ ├── net.cpp.svn-base │ │ │ │ ├── solver.cpp.svn-base │ │ │ │ └── syncedmem.cpp.svn-base │ │ ├── CMakeLists.txt │ │ ├── blob.cpp │ │ ├── common.cpp │ │ ├── data_transformer.cpp │ │ ├── internal_thread.cpp │ │ ├── layer_factory.cpp │ │ ├── layers │ │ │ ├── .svn │ │ │ │ ├── all-wcprops │ │ │ │ ├── entries │ │ │ │ └── text-base │ │ │ │ │ ├── absval_layer.cpp.svn-base │ │ │ │ │ ├── absval_layer.cu.svn-base │ │ │ │ │ ├── accuracy_layer.cpp.svn-base │ │ │ │ │ ├── argmax_layer.cpp.svn-base │ │ │ │ │ ├── base_conv_layer.cpp.svn-base │ │ │ │ │ ├── base_data_layer.cpp.svn-base │ │ │ │ │ ├── base_data_layer.cu.svn-base │ │ │ │ │ ├── bnll_layer.cpp.svn-base │ │ │ │ │ ├── bnll_layer.cu.svn-base │ │ │ │ │ ├── concat_layer.cpp.svn-base │ │ │ │ │ ├── concat_layer.cu.svn-base │ │ │ │ │ ├── contrastive_loss_layer.cpp.svn-base │ │ │ │ │ ├── contrastive_loss_layer.cu.svn-base │ │ │ │ │ ├── conv_layer.cpp.svn-base │ │ │ │ │ ├── conv_layer.cu.svn-base │ │ │ │ │ ├── crop_layer.cpp.svn-base │ │ │ │ │ ├── crop_layer.cu.svn-base │ │ │ │ │ ├── cudnn_conv_layer.cpp.svn-base │ │ │ │ │ ├── cudnn_conv_layer.cu.svn-base │ │ │ │ │ ├── cudnn_pooling_layer.cpp.svn-base │ │ │ │ │ ├── cudnn_pooling_layer.cu.svn-base │ │ │ │ │ ├── cudnn_relu_layer.cpp.svn-base │ │ │ │ │ ├── cudnn_relu_layer.cu.svn-base │ │ │ │ │ ├── cudnn_sigmoid_layer.cpp.svn-base │ │ │ │ │ ├── cudnn_sigmoid_layer.cu.svn-base │ │ │ │ │ ├── cudnn_softmax_layer.cpp.svn-base │ │ │ │ │ ├── cudnn_softmax_layer.cu.svn-base │ │ │ │ │ ├── cudnn_tanh_layer.cpp.svn-base │ │ │ │ │ ├── cudnn_tanh_layer.cu.svn-base │ │ │ │ │ ├── data_layer.cpp.svn-base │ │ │ │ │ ├── deconv_layer.cpp.svn-base │ │ │ │ │ ├── deconv_layer.cu.svn-base │ │ │ │ │ ├── dropout_layer.cpp.svn-base │ │ │ │ │ ├── dropout_layer.cu.svn-base │ │ │ │ │ ├── dummy_data_layer.cpp.svn-base │ │ │ │ │ ├── eltwise_layer.cpp.svn-base │ │ │ │ │ ├── eltwise_layer.cu.svn-base │ │ │ │ │ ├── euclidean_loss_layer.cpp.svn-base │ │ │ │ │ ├── euclidean_loss_layer.cu.svn-base │ │ │ │ │ ├── exp_layer.cpp.svn-base │ │ │ │ │ ├── exp_layer.cu.svn-base │ │ │ │ │ ├── flatten_layer.cpp.svn-base │ │ │ │ │ ├── hdf5_data_layer.cpp.svn-base │ │ │ │ │ ├── hdf5_data_layer.cu.svn-base │ │ │ │ │ ├── hdf5_output_layer.cpp.svn-base │ │ │ │ │ ├── hdf5_output_layer.cu.svn-base │ │ │ │ │ ├── hinge_loss_layer.cpp.svn-base │ │ │ │ │ ├── im2col_layer.cpp.svn-base │ │ │ │ │ ├── im2col_layer.cu.svn-base │ │ │ │ │ ├── image_data_layer.cpp.svn-base │ │ │ │ │ ├── infogain_loss_layer.cpp.svn-base │ │ │ │ │ ├── inner_product_layer.cpp.svn-base │ │ │ │ │ ├── inner_product_layer.cu.svn-base │ │ │ │ │ ├── loss_layer.cpp.svn-base │ │ │ │ │ ├── lrn_layer.cpp.svn-base │ │ │ │ │ ├── lrn_layer.cu.svn-base │ │ │ │ │ ├── memory_data_layer.cpp.svn-base │ │ │ │ │ ├── multinomial_logistic_loss_layer.cpp.svn-base │ │ │ │ │ ├── mvn_layer.cpp.svn-base │ │ │ │ │ ├── mvn_layer.cu.svn-base │ │ │ │ │ ├── neuron_layer.cpp.svn-base │ │ │ │ │ ├── pooling_layer.cpp.svn-base │ │ │ │ │ ├── pooling_layer.cu.svn-base │ │ │ │ │ ├── power_layer.cpp.svn-base │ │ │ │ │ ├── power_layer.cu.svn-base │ │ │ │ │ ├── relu_layer.cpp.svn-base │ │ │ │ │ ├── relu_layer.cu.svn-base │ │ │ │ │ ├── sigmoid_cross_entropy_loss_layer.cpp.svn-base │ │ │ │ │ ├── sigmoid_cross_entropy_loss_layer.cu.svn-base │ │ │ │ │ ├── sigmoid_layer.cpp.svn-base │ │ │ │ │ ├── sigmoid_layer.cu.svn-base │ │ │ │ │ ├── silence_layer.cpp.svn-base │ │ │ │ │ ├── silence_layer.cu.svn-base │ │ │ │ │ ├── slice_layer.cpp.svn-base │ │ │ │ │ ├── slice_layer.cu.svn-base │ │ │ │ │ ├── softmax_layer.cpp.svn-base │ │ │ │ │ ├── softmax_layer.cu.svn-base │ │ │ │ │ ├── softmax_loss_layer.cpp.svn-base │ │ │ │ │ ├── softmax_loss_layer.cu.svn-base │ │ │ │ │ ├── split_layer.cpp.svn-base │ │ │ │ │ ├── split_layer.cu.svn-base │ │ │ │ │ ├── tanh_layer.cpp.svn-base │ │ │ │ │ ├── tanh_layer.cu.svn-base │ │ │ │ │ ├── threshold_layer.cpp.svn-base │ │ │ │ │ ├── threshold_layer.cu.svn-base │ │ │ │ │ └── window_data_layer.cpp.svn-base │ │ │ ├── absval_layer.cpp │ │ │ ├── absval_layer.cu │ │ │ ├── accuracy_layer.cpp │ │ │ ├── argmax_layer.cpp │ │ │ ├── base_conv_layer.cpp │ │ │ ├── base_data_layer.cpp │ │ │ ├── base_data_layer.cu │ │ │ ├── bnll_layer.cpp │ │ │ ├── bnll_layer.cu │ │ │ ├── concat_layer.cpp │ │ │ ├── concat_layer.cu │ │ │ ├── contrastive_loss_layer.cpp │ │ │ ├── contrastive_loss_layer.cu │ │ │ ├── conv_layer.cpp │ │ │ ├── conv_layer.cu │ │ │ ├── crop_layer.cpp │ │ │ ├── crop_layer.cu │ │ │ ├── cudnn_conv_layer.cpp │ │ │ ├── cudnn_conv_layer.cu │ │ │ ├── cudnn_pooling_layer.cpp │ │ │ ├── cudnn_pooling_layer.cu │ │ │ ├── cudnn_relu_layer.cpp │ │ │ ├── cudnn_relu_layer.cu │ │ │ ├── cudnn_sigmoid_layer.cpp │ │ │ ├── cudnn_sigmoid_layer.cu │ │ │ ├── cudnn_softmax_layer.cpp │ │ │ ├── cudnn_softmax_layer.cu │ │ │ ├── cudnn_tanh_layer.cpp │ │ │ ├── cudnn_tanh_layer.cu │ │ │ ├── data_layer.cpp │ │ │ ├── deconv_layer.cpp │ │ │ ├── deconv_layer.cu │ │ │ ├── dropout_layer.cpp │ │ │ ├── dropout_layer.cu │ │ │ ├── dummy_data_layer.cpp │ │ │ ├── eltwise_layer.cpp │ │ │ ├── eltwise_layer.cu │ │ │ ├── euclidean_loss_layer.cpp │ │ │ ├── euclidean_loss_layer.cu │ │ │ ├── exp_layer.cpp │ │ │ ├── exp_layer.cu │ │ │ ├── flatten_layer.cpp │ │ │ ├── hdf5_data_layer.cpp │ │ │ ├── hdf5_data_layer.cu │ │ │ ├── hdf5_output_layer.cpp │ │ │ ├── hdf5_output_layer.cu │ │ │ ├── hinge_loss_layer.cpp │ │ │ ├── im2col_layer.cpp │ │ │ ├── im2col_layer.cu │ │ │ ├── image_data_layer.cpp │ │ │ ├── infogain_loss_layer.cpp │ │ │ ├── inner_product_layer.cpp │ │ │ ├── inner_product_layer.cu │ │ │ ├── loss_layer.cpp │ │ │ ├── lrn_layer.cpp │ │ │ ├── lrn_layer.cu │ │ │ ├── memory_data_layer.cpp │ │ │ ├── multinomial_logistic_loss_layer.cpp │ │ │ ├── mvn_layer.cpp │ │ │ ├── mvn_layer.cu │ │ │ ├── neuron_layer.cpp │ │ │ ├── pooling_layer.cpp │ │ │ ├── pooling_layer.cu │ │ │ ├── power_layer.cpp │ │ │ ├── power_layer.cu │ │ │ ├── relu_layer.cpp │ │ │ ├── relu_layer.cu │ │ │ ├── sigmoid_cross_entropy_loss_layer.cpp │ │ │ ├── sigmoid_cross_entropy_loss_layer.cu │ │ │ ├── sigmoid_layer.cpp │ │ │ ├── sigmoid_layer.cu │ │ │ ├── silence_layer.cpp │ │ │ ├── silence_layer.cu │ │ │ ├── slice_layer.cpp │ │ │ ├── slice_layer.cu │ │ │ ├── softmax_layer.cpp │ │ │ ├── softmax_layer.cu │ │ │ ├── softmax_loss_expectation_layer.cpp │ │ │ ├── softmax_loss_expectation_layer.cu │ │ │ ├── softmax_loss_expectation_layer.cu~ │ │ │ ├── softmax_loss_expectation_layer.txt │ │ │ ├── softmax_loss_expectation_layer1.txt │ │ │ ├── softmax_loss_layer.cpp │ │ │ ├── softmax_loss_layer.cu │ │ │ ├── softmax_loss_objectness_layer.cpp │ │ │ ├── softmax_loss_objectness_layer.cu │ │ │ ├── softmax_loss_objectness_presence_layer.cpp │ │ │ ├── softmax_loss_objectness_presence_layer.cu │ │ │ ├── split_layer.cpp │ │ │ ├── split_layer.cu │ │ │ ├── tanh_layer.cpp │ │ │ ├── tanh_layer.cu │ │ │ ├── threshold_layer.cpp │ │ │ ├── threshold_layer.cu │ │ │ └── window_data_layer.cpp │ │ ├── net.cpp │ │ ├── proto │ │ │ ├── .svn │ │ │ │ ├── all-wcprops │ │ │ │ ├── entries │ │ │ │ └── text-base │ │ │ │ │ └── caffe.proto.svn-base │ │ │ └── caffe.proto │ │ ├── solver.cpp │ │ ├── syncedmem.cpp │ │ ├── test │ │ │ ├── .svn │ │ │ │ ├── all-wcprops │ │ │ │ ├── entries │ │ │ │ └── text-base │ │ │ │ │ ├── CMakeLists.txt.svn-base │ │ │ │ │ ├── test_accuracy_layer.cpp.svn-base │ │ │ │ │ ├── test_argmax_layer.cpp.svn-base │ │ │ │ │ ├── test_benchmark.cpp.svn-base │ │ │ │ │ ├── test_blob.cpp.svn-base │ │ │ │ │ ├── test_caffe_main.cpp.svn-base │ │ │ │ │ ├── test_common.cpp.svn-base │ │ │ │ │ ├── test_concat_layer.cpp.svn-base │ │ │ │ │ ├── test_contrastive_loss_layer.cpp.svn-base │ │ │ │ │ ├── test_convolution_layer.cpp.svn-base │ │ │ │ │ ├── test_data_layer.cpp.svn-base │ │ │ │ │ ├── test_data_transformer.cpp.svn-base │ │ │ │ │ ├── test_db.cpp.svn-base │ │ │ │ │ ├── test_deconvolution_layer.cpp.svn-base │ │ │ │ │ ├── test_dummy_data_layer.cpp.svn-base │ │ │ │ │ ├── test_eltwise_layer.cpp.svn-base │ │ │ │ │ ├── test_euclidean_loss_layer.cpp.svn-base │ │ │ │ │ ├── test_filler.cpp.svn-base │ │ │ │ │ ├── test_flatten_layer.cpp.svn-base │ │ │ │ │ ├── test_gradient_based_solver.cpp.svn-base │ │ │ │ │ ├── test_hdf5_output_layer.cpp.svn-base │ │ │ │ │ ├── test_hdf5data_layer.cpp.svn-base │ │ │ │ │ ├── test_hinge_loss_layer.cpp.svn-base │ │ │ │ │ ├── test_im2col_kernel.cu.svn-base │ │ │ │ │ ├── test_im2col_layer.cpp.svn-base │ │ │ │ │ ├── test_image_data_layer.cpp.svn-base │ │ │ │ │ ├── test_infogain_loss_layer.cpp.svn-base │ │ │ │ │ ├── test_inner_product_layer.cpp.svn-base │ │ │ │ │ ├── test_internal_thread.cpp.svn-base │ │ │ │ │ ├── test_io.cpp.svn-base │ │ │ │ │ ├── test_layer_factory.cpp.svn-base │ │ │ │ │ ├── test_lrn_layer.cpp.svn-base │ │ │ │ │ ├── test_math_functions.cpp.svn-base │ │ │ │ │ ├── test_maxpool_dropout_layers.cpp.svn-base │ │ │ │ │ ├── test_memory_data_layer.cpp.svn-base │ │ │ │ │ ├── test_multinomial_logistic_loss_layer.cpp.svn-base │ │ │ │ │ ├── test_mvn_layer.cpp.svn-base │ │ │ │ │ ├── test_net.cpp.svn-base │ │ │ │ │ ├── test_neuron_layer.cpp.svn-base │ │ │ │ │ ├── test_platform.cpp.svn-base │ │ │ │ │ ├── test_pooling_layer.cpp.svn-base │ │ │ │ │ ├── test_power_layer.cpp.svn-base │ │ │ │ │ ├── test_protobuf.cpp.svn-base │ │ │ │ │ ├── test_random_number_generator.cpp.svn-base │ │ │ │ │ ├── test_sigmoid_cross_entropy_loss_layer.cpp.svn-base │ │ │ │ │ ├── test_slice_layer.cpp.svn-base │ │ │ │ │ ├── test_softmax_layer.cpp.svn-base │ │ │ │ │ ├── test_softmax_with_loss_layer.cpp.svn-base │ │ │ │ │ ├── test_solver.cpp.svn-base │ │ │ │ │ ├── test_split_layer.cpp.svn-base │ │ │ │ │ ├── test_stochastic_pooling.cpp.svn-base │ │ │ │ │ ├── test_syncedmem.cpp.svn-base │ │ │ │ │ ├── test_tanh_layer.cpp.svn-base │ │ │ │ │ ├── test_threshold_layer.cpp.svn-base │ │ │ │ │ ├── test_upgrade_proto.cpp.svn-base │ │ │ │ │ └── test_util_blas.cpp.svn-base │ │ │ ├── CMakeLists.txt │ │ │ ├── test_accuracy_layer.cpp │ │ │ ├── test_argmax_layer.cpp │ │ │ ├── test_benchmark.cpp │ │ │ ├── test_blob.cpp │ │ │ ├── test_caffe_main.cpp │ │ │ ├── test_common.cpp │ │ │ ├── test_concat_layer.cpp │ │ │ ├── test_contrastive_loss_layer.cpp │ │ │ ├── test_convolution_layer.cpp │ │ │ ├── test_data │ │ │ │ ├── .svn │ │ │ │ │ ├── all-wcprops │ │ │ │ │ ├── entries │ │ │ │ │ └── text-base │ │ │ │ │ │ ├── generate_sample_data.py.svn-base │ │ │ │ │ │ ├── sample_data.h5.svn-base │ │ │ │ │ │ ├── sample_data_2_gzip.h5.svn-base │ │ │ │ │ │ └── sample_data_list.txt.svn-base │ │ │ │ ├── generate_sample_data.py │ │ │ │ ├── sample_data.h5 │ │ │ │ ├── sample_data_2_gzip.h5 │ │ │ │ └── sample_data_list.txt │ │ │ ├── test_data_layer.cpp │ │ │ ├── test_data_transformer.cpp │ │ │ ├── test_db.cpp │ │ │ ├── test_deconvolution_layer.cpp │ │ │ ├── test_dummy_data_layer.cpp │ │ │ ├── test_eltwise_layer.cpp │ │ │ ├── test_euclidean_loss_layer.cpp │ │ │ ├── test_filler.cpp │ │ │ ├── test_flatten_layer.cpp │ │ │ ├── test_gradient_based_solver.cpp │ │ │ ├── test_hdf5_output_layer.cpp │ │ │ ├── test_hdf5data_layer.cpp │ │ │ ├── test_hinge_loss_layer.cpp │ │ │ ├── test_im2col_kernel.cu │ │ │ ├── test_im2col_layer.cpp │ │ │ ├── test_image_data_layer.cpp │ │ │ ├── test_infogain_loss_layer.cpp │ │ │ ├── test_inner_product_layer.cpp │ │ │ ├── test_internal_thread.cpp │ │ │ ├── test_io.cpp │ │ │ ├── test_layer_factory.cpp │ │ │ ├── test_lrn_layer.cpp │ │ │ ├── test_math_functions.cpp │ │ │ ├── test_maxpool_dropout_layers.cpp │ │ │ ├── test_memory_data_layer.cpp │ │ │ ├── test_multinomial_logistic_loss_layer.cpp │ │ │ ├── test_mvn_layer.cpp │ │ │ ├── test_net.cpp │ │ │ ├── test_neuron_layer.cpp │ │ │ ├── test_platform.cpp │ │ │ ├── test_pooling_layer.cpp │ │ │ ├── test_power_layer.cpp │ │ │ ├── test_protobuf.cpp │ │ │ ├── test_random_number_generator.cpp │ │ │ ├── test_sigmoid_cross_entropy_loss_layer.cpp │ │ │ ├── test_slice_layer.cpp │ │ │ ├── test_softmax_layer.cpp │ │ │ ├── test_softmax_loss_expectation_layer.cpp │ │ │ ├── test_softmax_with_loss_layer.cpp │ │ │ ├── test_solver.cpp │ │ │ ├── test_split_layer.cpp │ │ │ ├── test_stochastic_pooling.cpp │ │ │ ├── test_syncedmem.cpp │ │ │ ├── test_tanh_layer.cpp │ │ │ ├── test_threshold_layer.cpp │ │ │ ├── test_upgrade_proto.cpp │ │ │ └── test_util_blas.cpp │ │ └── util │ │ │ ├── .svn │ │ │ ├── all-wcprops │ │ │ ├── entries │ │ │ └── text-base │ │ │ │ ├── benchmark.cpp.svn-base │ │ │ │ ├── db.cpp.svn-base │ │ │ │ ├── im2col.cpp.svn-base │ │ │ │ ├── im2col.cu.svn-base │ │ │ │ ├── insert_splits.cpp.svn-base │ │ │ │ ├── io.cpp.svn-base │ │ │ │ ├── math_functions.cpp.svn-base │ │ │ │ ├── math_functions.cu.svn-base │ │ │ │ └── upgrade_proto.cpp.svn-base │ │ │ ├── benchmark.cpp │ │ │ ├── db.cpp │ │ │ ├── im2col.cpp │ │ │ ├── im2col.cu │ │ │ ├── insert_splits.cpp │ │ │ ├── io.cpp │ │ │ ├── math_functions.cpp │ │ │ ├── math_functions.cu │ │ │ └── upgrade_proto.cpp │ └── gtest │ │ ├── .svn │ │ ├── all-wcprops │ │ ├── entries │ │ └── text-base │ │ │ ├── CMakeLists.txt.svn-base │ │ │ ├── gtest-all.cpp.svn-base │ │ │ ├── gtest.h.svn-base │ │ │ └── gtest_main.cc.svn-base │ │ ├── CMakeLists.txt │ │ ├── gtest-all.cpp │ │ ├── gtest.h │ │ └── gtest_main.cc └── tools │ ├── .svn │ ├── all-wcprops │ ├── entries │ └── text-base │ │ ├── CMakeLists.txt.svn-base │ │ ├── caffe.cpp.svn-base │ │ ├── compute_image_mean.cpp.svn-base │ │ ├── convert_imageset.cpp.svn-base │ │ ├── device_query.cpp.svn-base │ │ ├── extract_features.cpp.svn-base │ │ ├── finetune_net.cpp.svn-base │ │ ├── net_speed_benchmark.cpp.svn-base │ │ ├── test_net.cpp.svn-base │ │ ├── train_net.cpp.svn-base │ │ ├── upgrade_net_proto_binary.cpp.svn-base │ │ └── upgrade_net_proto_text.cpp.svn-base │ ├── CMakeLists.txt │ ├── caffe.cpp │ ├── compute_image_mean.cpp │ ├── convert_imageset.cpp │ ├── device_query.cpp │ ├── extra │ ├── .svn │ │ ├── all-wcprops │ │ ├── entries │ │ ├── prop-base │ │ │ ├── extract_seconds.py.svn-base │ │ │ ├── launch_resize_and_crop_images.sh.svn-base │ │ │ ├── parse_log.py.svn-base │ │ │ ├── parse_log.sh.svn-base │ │ │ ├── plot_training_log.py.example.svn-base │ │ │ └── resize_and_crop_images.py.svn-base │ │ └── text-base │ │ │ ├── extract_seconds.py.svn-base │ │ │ ├── launch_resize_and_crop_images.sh.svn-base │ │ │ ├── parse_log.py.svn-base │ │ │ ├── parse_log.sh.svn-base │ │ │ ├── plot_log.gnuplot.example.svn-base │ │ │ ├── plot_training_log.py.example.svn-base │ │ │ └── resize_and_crop_images.py.svn-base │ ├── extract_seconds.py │ ├── launch_resize_and_crop_images.sh │ ├── parse_log.py │ ├── parse_log.sh │ ├── plot_log.gnuplot.example │ ├── plot_training_log.py.example │ └── resize_and_crop_images.py │ ├── extract_features.cpp │ ├── finetune_net.cpp │ ├── net_speed_benchmark.cpp │ ├── test_net.cpp │ ├── train_net.cpp │ ├── upgrade_net_proto_binary.cpp │ └── upgrade_net_proto_text.cpp └── whats-the-point-2016 ├── code ├── BuildGLTree.mexa64 ├── DeleteGLTree.mexa64 ├── GraphSeg_mex.mexa64 ├── KNNSearch.mexa64 ├── PASCAL_AMT_TIMES.txt ├── README.md ├── build │ ├── pip-delete-this-directory.txt │ └── webcolors │ │ ├── LICENSE │ │ ├── MANIFEST.in │ │ ├── PKG-INFO │ │ ├── README.rst │ │ ├── build │ │ └── lib.linux-x86_64-2.7 │ │ │ └── webcolors.py │ │ ├── docs │ │ ├── Makefile │ │ ├── colors.rst │ │ ├── conf.py │ │ ├── conformance.rst │ │ ├── contents.rst │ │ ├── conventions.rst │ │ ├── faq.rst │ │ ├── index.rst │ │ ├── install.rst │ │ └── make.bat │ │ ├── pip-egg-info │ │ └── webcolors.egg-info │ │ │ ├── PKG-INFO │ │ │ ├── SOURCES.txt │ │ │ ├── dependency_links.txt │ │ │ └── top_level.txt │ │ ├── setup.py │ │ ├── tests │ │ ├── __init__.py │ │ ├── definitions.py │ │ ├── full_colors.py │ │ ├── test_conformance.py │ │ ├── test_hexadecimal.py │ │ ├── test_html5.py │ │ ├── test_integer.py │ │ ├── test_name.py │ │ ├── test_normalization.py │ │ └── test_percent.py │ │ └── webcolors.py ├── compare_to_base_model.py ├── compute-fraction-background.py ├── compute_mIOU.py ├── constants.py ├── create-colorbar.py ├── em.py ├── error_analysis.py ├── eval-detailed.py ├── eval.py ├── find_best_bbox_strategy.py ├── fontconfig │ ├── 04aabc0a78ac019cf9454389977116d2-le64.cache-3 │ ├── 0c9eb80ebd1c36541ebe2852d3bb0c49-le64.cache-3 │ ├── 0d8c3b2ac0904cb8a57a757ad11a4a08-le64.cache-3 │ ├── 188ac73a183f12857f63bb60a4a6d603-le64.cache-3 │ ├── 1ac9eb803944fde146138c791f5cc56a-le64.cache-3 │ ├── 2cd17615ca594fa2959ae173292e504c-le64.cache-3 │ ├── 3047814df9a2f067bd2d96a2b9c36e5a-le64.cache-3 │ ├── 3830d5c3ddfd5cd38a049b759396e72e-le64.cache-3 │ ├── 385c0604a188198f04d133e54aba7fe7-le64.cache-3 │ ├── 3f7329c5293ffd510edef78f73874cfd-le64.cache-3 │ ├── 4794a0821666d79190d59a36cb4f44b5-le64.cache-3 │ ├── 4c599c202bc5c08e2d34565a40eac3b2-le64.cache-3 │ ├── 56cf4f4769d0f4abc89a4895d7bd3ae1-le64.cache-3 │ ├── 57e423e26b20ab21d0f2f29c145174c3-le64.cache-3 │ ├── 6333f38776742d18e214673cd2c24e34-le64.cache-3 │ ├── 6aa41aa22e18b8fa06a12da28ea9c28b-le64.cache-3 │ ├── 707971e003b4ae6c8121c3a920e507f5-le64.cache-3 │ ├── 767a8244fc0220cfb567a839d0392e0b-le64.cache-3 │ ├── 7ef2298fde41cc6eeb7af42e48b7d293-le64.cache-3 │ ├── 8801497958630a81b71ace7c5f9b32a8-le64.cache-3 │ ├── 945677eb7aeaf62f1d50efc3fb3ec7d8-le64.cache-3 │ ├── 95530828ff6c81d309f8258d8d02a23e-le64.cache-3 │ ├── a755afe4a08bf5b97852ceb7400b47bc-le64.cache-3 │ ├── b47c4e1ecd0709278f4910c18777a504-le64.cache-3 │ ├── b9d506c9ac06c20b433354fa67a72993-le64.cache-3 │ ├── c05880de57d1f5e948fdfacc138775d9-le64.cache-3 │ ├── c855463f699352c367813e37f3f70ea7-le64.cache-3 │ ├── cabbd14511b9e8a55e92af97fb3a0461-le64.cache-3 │ ├── d3e5c4ee2ceb1fc347f91d4cefc53bc0-le64.cache-3 │ ├── d52a8644073d54c13679302ca1180695-le64.cache-3 │ ├── d589a48862398ed80a3d6066f4f56f4c-le64.cache-3 │ ├── d82eb4fd963d448e2fcb7d7b793b5df3-le64.cache-3 │ ├── dc05db6664285cc2f12bf69c139ae4c3-le64.cache-3 │ ├── e13b20fdb08344e0e664864cc2ede53d-le64.cache-3 │ ├── e52a45a1c8c8fe895fc0fc8c4e6999b8-le64.cache-3 │ ├── e7071f4a29fa870f4323321c154eba04-le64.cache-3 │ ├── f1f2465696798768e9653f19e17ccdc8-le64.cache-3 │ └── fe547fea3a41b43a38975d292a2b19c7-le64.cache-3 ├── make_idsfile.py ├── make_lmdb.py ├── make_lmdb_three_channel.py ├── make_lmdb_three_channel_partial_fs_partial_points.py ├── oversegment_images.m ├── parse_amt_times.py ├── plot_num_pixels_val.m ├── plot_times.m ├── plot_times_proportional_val.m ├── plot_times_test.m ├── plot_times_test_no_log.m ├── plot_times_val.m ├── plot_times_val_no_log.m ├── prepare_squiggle_gt_labels.py ├── print_best_val.m ├── print_test_page.m ├── print_val_page.m ├── save_random_click_masks_convex_hull.m ├── save_user_click_masks_convex_hull.m ├── segment │ ├── COPYING │ ├── Makefile │ ├── README │ ├── convolve.h │ ├── disjoint-set.h │ ├── filter.h │ ├── image.h │ ├── imconv.h │ ├── imutil.h │ ├── misc.h │ ├── pnmfile.h │ ├── segment │ ├── segment-graph.h │ ├── segment-image.h │ ├── segment.cpp │ └── segment_all_pascal_images.sh ├── siftflow-deploy.prototxt ├── siftflow-train_val.prototxt ├── signal-visualization.py ├── solve.py ├── solver.prototxt ├── vgg_remove_non_pascal_weights.py ├── vgg_remove_non_siftflow_weights.py ├── visualize-clicks.py ├── visualize-gt.py ├── visualize_image_mask.py └── visualize_squiggles.py ├── data └── image_id_lists │ ├── fixed_budget_sets │ ├── pascal_2012t_SBDtv_minus_2012v-10-percent.txt │ ├── pascal_2012t_SBDtv_minus_2012v-1159.txt │ ├── pascal_2012t_SBDtv_minus_2012v-2318.txt │ ├── pascal_2012t_SBDtv_minus_2012v-3032.txt │ ├── pascal_2012t_SBDtv_minus_2012v-441.txt │ ├── pascal_2012t_SBDtv_minus_2012v-4788.txt │ ├── pascal_2012t_SBDtv_minus_2012v-5291.txt │ ├── pascal_2012t_SBDtv_minus_2012v-6064.txt │ ├── pascal_2012t_SBDtv_minus_2012v-883.txt │ ├── pascal_2012t_SBDtv_minus_2012v-9576.txt │ └── pascal_2012t_SBDtv_minus_2012v.txt │ ├── pascal_2012t.txt │ ├── pascal_2012t_SBDtv_minus_2012v.txt │ ├── pascal_2012tv_SBDtv.txt │ ├── pascal_2012v.txt │ ├── pascal_SBDt.txt │ └── pascal_SBDv.txt └── scripts ├── 2011 ├── fs-expectation.sh ├── fs-no-bg-constraint.sh ├── fs-no-bg-objectness-constraint.sh ├── fs-no-bg-objectness.sh ├── fs-no-bg.sh ├── table1_1.sh ├── table2_2.sh ├── user-clicks-expectation-objectness.sh ├── user-clicks-expectation-patch.sh ├── user-clicks-expectation.sh ├── user-clicks-objectness-constraint.sh ├── user-clicks-objectness.sh └── user-clicks.sh ├── 2012 ├── 100-fs-rest-points.sh ├── bbox-cls-con-proportional-half.sh ├── bbox-cls-con-proportional.sh ├── bbox-just-supervised.sh ├── bbox-unnormalized.sh ├── bbox.sh ├── cls-con-sup-unnormalized-obj-normalized.sh ├── fs-cls-con-10-percent.sh ├── fs-cls-con-proportional-half.sh ├── fs-cls-con-proportional.sh ├── fully-supervised.sh ├── image-level-labels-constraint.sh ├── image-level-labels-just-objectness.sh ├── image-level-labels-objectness-constraint.sh ├── image-level-labels-objectness.sh ├── image-level-labels-proportional-half.sh ├── image-level-labels.sh ├── objects-no-bg-no-objectness-constraint.sh ├── objects-no-bg-objectness-constraint.sh ├── pascal-test.sh ├── random1-click1.sh ├── random1-users3-convex.sh ├── random1-users3.sh ├── real1-click1-cls-con-obj-proportional-half.sh ├── real1-click1-cls-con-obj-proportional.sh ├── real1-click1-cls-con-obj-random-from-3-users-1.sh ├── real1-click1-cls-con-obj-random-from-3-users-2.sh ├── real1-click1-cls-con-obj-random-from-3-users-3.sh ├── real1-click1-cls-con-obj.sh ├── real1-click1-cls-con.sh ├── 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