MRCNN-Scene-Recognition 用于大规模场景识别的CNNs.zip

MRCNN-Scene-Recognition, 用于大规模场景识别的CNNs 基于的大规模场景识别多分辨率这里我们提供了以下纸张( Arxiv预印本)的代码和模型：Knowledge Guided Disambiguation for Large-Scale Scene Classification wit

function  crop_data = multi_crop（img_data crop_num crop_dim dim）
scale1 = size（img_data 1）;
scale2 = size（img_data 2）;
stride1 = （scale1 - crop_dim）/（crop_num - 1）;
stride2 = （scale2 - crop_dim）/（crop_num - 1）;
crop_data = zeros（dim dim 3 crop_num*crop_num ‘single‘）;
cnt = 1;

for i = 1:crop_num
    for j = 1:crop_num
        start1 = round（（i-1）*stride1+1）;
        if start1 > scale1-crop_dim+1
            start1 = scale1-crop_dim+1;
        end
        start2 = round（（j-1）*stride2+1）;
        if start2 > scale2-crop_dim+1
            start2 = scale2-crop_dim+1;
        end
        if crop_dim == dim
            crop_data（:::cnt） = img_data（start1:start1+crop_dim-1 start2:start2+crop_dim-1:）;
        else
            crop_data（:::cnt） = imresize（img_data（start1:start1+crop_dim-1 start2:start2+crop_dim-1:） [dim dim] ‘bilinear‘）;
        end
        cnt = cnt + 1;
    end
end

crop_data = cat（4 crop_data crop_data（end:-1:1:::））;

end

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2018-10-26 13:49  MRCNN-Scene-Recognition-master\
     文件        3419  2018-10-26 13:49  MRCNN-Scene-Recognition-master\README.md
     目录           0  2018-10-26 13:49  MRCNN-Scene-Recognition-master\matlab\
     文件         974  2018-10-26 13:49  MRCNN-Scene-Recognition-master\matlab\multi_crop.m
     文件     1425131  2018-10-26 13:49  MRCNN-Scene-Recognition-master\matlab\places2_384_mean.mat
     文件      636204  2018-10-26 13:49  MRCNN-Scene-Recognition-master\matlab\places2_mean.mat
     文件        2024  2018-10-26 13:49  MRCNN-Scene-Recognition-master\matlab\test_mit67.m
     文件        2299  2018-10-26 13:49  MRCNN-Scene-Recognition-master\matlab\test_places2.m
     目录           0  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\
     目录           0  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\
     文件       59877  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\256_object_kd_inception2_deploy.prototxt
     文件         511  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\256_object_kd_inception2_solver.prototxt
     文件      121231  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\256_object_kd_inception2_train_val.prototxt
     文件       59877  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\256_scene_kd_inception2_deploy.prototxt
     文件         509  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\256_scene_kd_inception2_solver.prototxt
     文件      121228  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\256_scene_kd_inception2_train_val.prototxt
     文件       61757  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\384_object_kd_inception2_deploy.prototxt
     文件         511  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\384_object_kd_inception2_solver.prototxt
     文件      125021  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\384_object_kd_inception2_train_val.prototxt
     文件       61757  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\384_scene_kd_inception2_deploy.prototxt
     文件         509  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\384_scene_kd_inception2_solver.prototxt
     文件      125017  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\kd_train\384_scene_kd_inception2_train_val.prototxt
     目录           0  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\standard_train\
     文件       59371  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\standard_train\256_inception2_deploy.prototxt
     文件         498  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\standard_train\256_inception2_solver.prototxt
     文件       60553  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\standard_train\256_inception2_train_val.prototxt
     文件       61153  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\standard_train\384_inception2_deploy.prototxt
     文件         498  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\standard_train\384_inception2_solver.prototxt
     文件       62326  2018-10-26 13:49  MRCNN-Scene-Recognition-master\models\standard_train\384_inception2_train_val.prototxt
     目录           0  2018-10-26 13:49  MRCNN-Scene-Recognition-master\scripts\
     文件         214  2018-10-26 13:49  MRCNN-Scene-Recognition-master\scripts\256_inception2_train.sh
............此处省略7个文件信息