Python-Tensorflow实现SpatialAsDeepSpatialCNNforTrafficSceneUnderstandingAAAI2018


Tensorflow implementation of "Spatial As Deep: Spatial CNN for Traffic Scene Understanding" (AAAI 2018)
资源截图
代码片段和文件信息
%% Calculate overall Fmeasure from each scenarios
clc; clear; close all;

allFile = ‘output/vgg_SCNN_DULR_w9_iou0.5.txt‘;

all = textread(allFile‘%s‘);
TP = 0;
FP = 0;
FN = 0;

for i=1:9
   tpline = (i-1)*14+4;
   tp = str2double(all(tpline));
   fp = str2double(all(tpline+2));
   fn = str2double(all(tpline+4));
   TP = TP + tp;
   FP = FP + fp;
   FN = FN + fn;
end

P = TP/(TP + FP)
R = TP/(TP + FN)
F = 2*P*R/(P + R)*100

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-master
     文件          10  2019-08-07 12:09  Codes-for-Lane-Detection-master.gitignore
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torch
     文件        1528  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-TorchLICENSE
     文件        1475  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-TorchParallelCriterion2.lua
     文件        2409  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-TorchREADME.md
     文件        1988  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchcheckpoints.lua
     文件        5288  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdataloader.lua
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasets
     文件        1990  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-TorchdatasetsREADME.md
     目录        2318  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasets\
     文件        2010  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetscifar10-gen.lua
     文件        1349  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetscifar10.lua
     文件        2081  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetscifar100-gen.lua
     文件        1665  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetscifar100.lua
     文件        3893  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetsimagenet-gen.lua
     文件        2797  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetsimagenet.lua
     文件         993  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetsinit.lua
     文件        3704  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetslane-gen.lua
     文件        2264  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasetslane.lua
     文件        2541  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-TorchdatasetslaneTest-gen.lua
     文件        1956  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-TorchdatasetslaneTest.lua
     文件       10995  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchdatasets ransforms.lua
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchexperiments
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchexperimentsmodels
     文件        4509  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-TorchexperimentsmodelsSCNN-gen.lua
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchexperimentsmodelsvgg
     文件          71  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchexperimentsmodelsvgg.gitignore
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchexperimentsmodelsvgg_SCNN_DULR_w9
     文件          71  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchexperimentsmodelsvgg_SCNN_DULR_w9.gitignore
     目录           0  2019-08-07 12:09  Codes-for-Lane-Detection-masterENet-Label-Torchexperimentspredicts
............此处省略101个文件信息

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