├── .gitmodules ├── LICENSE ├── README.md ├── cnn_setup_environment.m ├── cnn_train_dag.m ├── cnn_ucf101_fusion.m ├── cnn_ucf101_get_flow_batch.m ├── cnn_ucf101_get_frame_batch.m ├── cnn_ucf101_get_im_flow_batch.m ├── cnn_ucf101_setup_data.m ├── cnn_ucf101_spatial.m ├── cnn_ucf101_temporal.m ├── compile.m ├── getBatchWrapper_ucf101_flow.m ├── getBatchWrapper_ucf101_imgs.m ├── getBatchWrapper_ucf101_rgbflow.m ├── hmdb51_splits ├── brush_hair_test_split1.txt ├── brush_hair_test_split2.txt ├── brush_hair_test_split3.txt ├── cartwheel_test_split1.txt ├── cartwheel_test_split2.txt ├── cartwheel_test_split3.txt ├── catch_test_split1.txt ├── catch_test_split2.txt ├── catch_test_split3.txt ├── chew_test_split1.txt ├── chew_test_split2.txt ├── chew_test_split3.txt ├── clap_test_split1.txt ├── clap_test_split2.txt ├── clap_test_split3.txt ├── climb_stairs_test_split1.txt ├── climb_stairs_test_split2.txt ├── climb_stairs_test_split3.txt ├── climb_test_split1.txt ├── climb_test_split2.txt ├── climb_test_split3.txt ├── dive_test_split1.txt ├── dive_test_split2.txt ├── dive_test_split3.txt ├── draw_sword_test_split1.txt ├── draw_sword_test_split2.txt ├── draw_sword_test_split3.txt ├── dribble_test_split1.txt ├── dribble_test_split2.txt ├── dribble_test_split3.txt ├── drink_test_split1.txt ├── drink_test_split2.txt ├── drink_test_split3.txt ├── eat_test_split1.txt ├── eat_test_split2.txt ├── eat_test_split3.txt ├── fall_floor_test_split1.txt ├── fall_floor_test_split2.txt ├── fall_floor_test_split3.txt ├── fencing_test_split1.txt ├── fencing_test_split2.txt ├── fencing_test_split3.txt ├── flic_flac_test_split1.txt ├── flic_flac_test_split2.txt ├── flic_flac_test_split3.txt ├── golf_test_split1.txt ├── golf_test_split2.txt ├── golf_test_split3.txt ├── handstand_test_split1.txt ├── handstand_test_split2.txt ├── handstand_test_split3.txt ├── hit_test_split1.txt ├── hit_test_split2.txt ├── hit_test_split3.txt ├── hug_test_split1.txt ├── hug_test_split2.txt ├── hug_test_split3.txt ├── jump_test_split1.txt ├── jump_test_split2.txt ├── jump_test_split3.txt ├── kick_ball_test_split1.txt ├── kick_ball_test_split2.txt ├── kick_ball_test_split3.txt ├── kick_test_split1.txt ├── kick_test_split2.txt ├── kick_test_split3.txt ├── kiss_test_split1.txt ├── kiss_test_split2.txt ├── kiss_test_split3.txt ├── laugh_test_split1.txt ├── laugh_test_split2.txt ├── laugh_test_split3.txt ├── pick_test_split1.txt ├── pick_test_split2.txt ├── pick_test_split3.txt ├── pour_test_split1.txt ├── pour_test_split2.txt ├── pour_test_split3.txt ├── pullup_test_split1.txt ├── pullup_test_split2.txt ├── pullup_test_split3.txt ├── punch_test_split1.txt ├── punch_test_split2.txt ├── punch_test_split3.txt ├── push_test_split1.txt ├── push_test_split2.txt ├── push_test_split3.txt ├── pushup_test_split1.txt ├── pushup_test_split2.txt ├── pushup_test_split3.txt ├── ride_bike_test_split1.txt ├── ride_bike_test_split2.txt ├── ride_bike_test_split3.txt ├── ride_horse_test_split1.txt ├── ride_horse_test_split2.txt ├── ride_horse_test_split3.txt ├── run_test_split1.txt ├── run_test_split2.txt ├── run_test_split3.txt ├── shake_hands_test_split1.txt ├── shake_hands_test_split2.txt ├── shake_hands_test_split3.txt ├── shoot_ball_test_split1.txt ├── shoot_ball_test_split2.txt ├── shoot_ball_test_split3.txt ├── shoot_bow_test_split1.txt ├── shoot_bow_test_split2.txt ├── shoot_bow_test_split3.txt ├── shoot_gun_test_split1.txt ├── shoot_gun_test_split2.txt ├── shoot_gun_test_split3.txt ├── sit_test_split1.txt ├── sit_test_split2.txt ├── sit_test_split3.txt ├── situp_test_split1.txt ├── situp_test_split2.txt ├── situp_test_split3.txt ├── smile_test_split1.txt ├── smile_test_split2.txt ├── smile_test_split3.txt ├── smoke_test_split1.txt ├── smoke_test_split2.txt ├── smoke_test_split3.txt ├── somersault_test_split1.txt ├── somersault_test_split2.txt ├── somersault_test_split3.txt ├── stand_test_split1.txt ├── stand_test_split2.txt ├── stand_test_split3.txt ├── swing_baseball_test_split1.txt ├── swing_baseball_test_split2.txt ├── swing_baseball_test_split3.txt ├── sword_exercise_test_split1.txt ├── sword_exercise_test_split2.txt ├── sword_exercise_test_split3.txt ├── sword_test_split1.txt ├── sword_test_split2.txt ├── sword_test_split3.txt ├── talk_test_split1.txt ├── talk_test_split2.txt ├── talk_test_split3.txt ├── throw_test_split1.txt ├── throw_test_split2.txt ├── throw_test_split3.txt ├── turn_test_split1.txt ├── turn_test_split2.txt ├── turn_test_split3.txt ├── walk_test_split1.txt ├── walk_test_split2.txt ├── walk_test_split3.txt ├── wave_test_split1.txt ├── wave_test_split2.txt └── wave_test_split3.txt ├── matconvnet ├── COPYING └── matlab │ ├── +dagnn │ ├── @DagNN │ │ ├── DagNN.m │ │ ├── addLayer.m │ │ ├── addLayerAt.m │ │ ├── diagnose.m │ │ ├── eval.m │ │ ├── fromSimpleNN.m │ │ ├── getVarReceptiveFields.m │ │ ├── getVarSizes.m │ │ ├── initParams.m │ │ ├── insertLossLayers.m │ │ ├── loadobj.m │ │ ├── move.m │ │ ├── print.m │ │ ├── rebuild.m │ │ ├── removeLayer.m │ │ ├── renameParam.m │ │ ├── renameVar.m │ │ ├── reset.m │ │ ├── saveobj.m │ │ ├── setCurNrFrames.m │ │ ├── setLayerInputs.m │ │ ├── setLayerOutputs.m │ │ ├── setLayerParams.m │ │ └── setLrWd.m │ ├── BatchNorm.m │ ├── Concat.m │ ├── Conv.m │ ├── Conv3D.m │ ├── DropOut.m │ ├── ElementWise.m │ ├── Filter.m │ ├── LRN.m │ ├── Layer.m │ ├── Loss.m │ ├── Pooling.m │ ├── Pooling3D.m │ ├── ReLU.m │ ├── Scale.m │ ├── SoftMax.m │ └── Sum.m │ ├── compatibility │ └── parallel │ │ ├── gather.m │ │ ├── labindex.m │ │ └── numlabs.m │ ├── mex │ ├── vl_imreadjpeg.mexa64 │ ├── vl_imreadjpeg.mexw64 │ ├── vl_nnbnorm.mexa64 │ ├── vl_nnbnorm.mexw64 │ ├── vl_nnconv.mexa64 │ ├── vl_nnconv.mexw64 │ ├── vl_nnconvt.mexa64 │ ├── vl_nnconvt.mexw64 │ ├── vl_nnnormalize.mexa64 │ ├── vl_nnnormalize.mexw64 │ ├── vl_nnpool.mexa64 │ └── vl_nnpool.mexw64 │ ├── simplenn │ ├── vl_simplenn.m │ ├── vl_simplenn_diagnose.m │ ├── vl_simplenn_display.m │ ├── vl_simplenn_move.m │ └── vl_simplenn_tidy.m │ ├── src │ ├── bits │ │ ├── data.cpp │ │ ├── data.cu │ │ ├── data.hpp │ │ ├── datacu.cu │ │ ├── datacu.hpp │ │ ├── datamex.cpp │ │ ├── datamex.cu │ │ ├── datamex.hpp │ │ ├── impl │ │ │ ├── bilinearsampler.hpp │ │ │ ├── bilinearsampler_cpu.cpp │ │ │ ├── bilinearsampler_gpu.cu │ │ │ ├── blashelper.hpp │ │ │ ├── blashelper.hpp.orig │ │ │ ├── bnorm.hpp │ │ │ ├── bnorm_cpu.cpp │ │ │ ├── bnorm_gpu.cu │ │ │ ├── copy.hpp │ │ │ ├── copy_cpu.cpp │ │ │ ├── copy_gpu.cu │ │ │ ├── cudnnhelper.hpp │ │ │ ├── fast_mutex.h │ │ │ ├── im2row.hpp │ │ │ ├── im2row_cpu.cpp │ │ │ ├── im2row_gpu.cu │ │ │ ├── imread_gdiplus.cpp │ │ │ ├── imread_helpers.hpp │ │ │ ├── imread_libjpeg.cpp │ │ │ ├── imread_quartz.cpp │ │ │ ├── nnbias_blas.hpp │ │ │ ├── nnbias_cudnn.cu │ │ │ ├── nnbias_cudnn.hpp │ │ │ ├── nnbilinearsampler_cudnn.cu │ │ │ ├── nnbilinearsampler_cudnn.hpp │ │ │ ├── nnconv_blas.hpp │ │ │ ├── nnconv_cudnn.cu │ │ │ ├── nnconv_cudnn.hpp │ │ │ ├── nnpooling_cudnn.cu │ │ │ ├── nnpooling_cudnn.hpp │ │ │ ├── normalize.hpp │ │ │ ├── normalize_cpu.cpp │ │ │ ├── normalize_gpu.cu │ │ │ ├── pooling.hpp │ │ │ ├── pooling_cpu.cpp │ │ │ ├── pooling_gpu.cu │ │ │ ├── sharedmem.cuh │ │ │ ├── subsample.hpp │ │ │ ├── subsample_cpu.cpp │ │ │ ├── subsample_gpu.cu │ │ │ ├── tinythread.cpp │ │ │ └── tinythread.h │ │ ├── imread.cpp │ │ ├── imread.hpp │ │ ├── mexutils.h │ │ ├── nnbias.cpp │ │ ├── nnbias.cu │ │ ├── nnbias.hpp │ │ ├── nnbilinearsampler.cpp │ │ ├── nnbilinearsampler.cu │ │ ├── nnbilinearsampler.hpp │ │ ├── nnbnorm.cpp │ │ ├── nnbnorm.cu │ │ ├── nnbnorm.hpp │ │ ├── nnconv.cpp │ │ ├── nnconv.cu │ │ ├── nnconv.hpp │ │ ├── nnfullyconnected.cpp │ │ ├── nnfullyconnected.cu │ │ ├── nnfullyconnected.hpp │ │ ├── nnnormalize.cpp │ │ ├── nnnormalize.cu │ │ ├── nnnormalize.hpp │ │ ├── nnpooling.cpp │ │ ├── nnpooling.cu │ │ ├── nnpooling.hpp │ │ ├── nnsubsample.cpp │ │ ├── nnsubsample.cu │ │ └── nnsubsample.hpp │ ├── config │ │ ├── mex_CUDA_glnxa64.sh │ │ ├── mex_CUDA_glnxa64.xml │ │ ├── mex_CUDA_maci64.sh │ │ └── mex_CUDA_maci64.xml │ ├── vl_accumulatemex.cu │ ├── vl_imreadjpeg.cpp │ ├── vl_imreadjpeg.cu │ ├── vl_mlock.cpp │ ├── vl_mlock.cu │ ├── vl_nnbilinearsampler.cpp │ ├── vl_nnbilinearsampler.cu │ ├── vl_nnbnorm.cpp │ ├── vl_nnbnorm.cu │ ├── vl_nnconv.cpp │ ├── vl_nnconv.cu │ ├── vl_nnconvt.cpp │ ├── vl_nnconvt.cu │ ├── vl_nnnormalize.cpp │ ├── vl_nnnormalize.cu │ ├── vl_nnpool.cpp │ └── vl_nnpool.cu │ ├── vl_argparse.m │ ├── vl_compilenn.m │ ├── vl_imreadjpeg.m │ ├── vl_nnbnorm.m │ ├── vl_nnconcat.m │ ├── vl_nnconv.m │ ├── vl_nnconvt.m │ ├── vl_nncrop.m │ ├── vl_nndropout.m │ ├── vl_nnloss.m │ ├── vl_nnnoffset.m │ ├── vl_nnnormalize.m │ ├── vl_nnnormalizelp.m │ ├── vl_nnpdist.m │ ├── vl_nnpool.m │ ├── vl_nnrelu.m │ ├── vl_nnsigmoid.m │ ├── vl_nnsoftmax.m │ ├── vl_nnsoftmaxloss.m │ ├── vl_nnspl2norm.m │ ├── vl_nnspnorm.m │ ├── vl_rootnn.m │ └── vl_setupnn.m ├── network_surgery ├── insert_conv_layers.m └── replace_last_layer.m └── 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