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brlauuu / train_network.m
Created January 25, 2018 13:48
Training CNN using Matlab R2017b NN and CV toolbox
% Load training data.
imageDir = fullfile('training_data');
labelDir = fullfile('label_data');
% Create an image datastore for the images.
imds = imageDatastore(imageDir, 'IncludeSubfolders',true, ...
'LabelSource','foldernames');
% Create a pixelLabelDatastore for the ground truth pixel labels.
2017-3-1;10:59:26=> ****************** Started planning navigation_inst_mdp__2
2017-3-1;10:59:26=> First update for action: move-north -10.75
2017-3-1;10:59:26=> Old value: 0 0
2017-3-1;10:59:26=> New value: -0.358333 0
2017-3-1;10:59:26=> Old value: 0 1
2017-3-1;10:59:26=> New value: -0.358333 0
2017-3-1;10:59:26=> Old value: 0 2
2017-3-1;10:59:26=> New value: -0.358333 0
2017-3-1;10:59:26=> Old value: 0 3
2017-3-1;10:59:26=> New value: -0.358333 0
#include "offline_heuristic.h"
#include "thts.h"
#include "utils/string_utils.h"
#include "utils/system_utils.h"
#include "utils/math_utils.h"
#include <fstream>
#include <iostream>
#ifndef OFFLINE_HEURISTIC_H
#define OFFLINE_HEURISTIC_H
#include <map>
#include <string>
#include <vector>
class THTS;
#include "states.h"
#ifndef STATES_H
#define STATES_H
#include <cassert>
#include <set>
#include <string>
#include <vector>
#include "probability_distribution.h"
#include "utils/math_utils.h"
#include "states.h"
#include "evaluatables.h"
#include <sstream>
using namespace std;
State::State(vector<ConditionalProbabilityFunction*> const& cpfs) {
for (unsigned int i = 0; i < cpfs.size(); ++i) {
Building configuration release
-- The C compiler identification is MSVC 19.0.24215.1
-- The CXX compiler identification is MSVC 19.0.24215.1
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/cl.exe
-- Check for working C compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/cl.exe -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/cl.exe
-- Check for working CXX compiler: C:/Program Files (x86)/Microsoft Visual Studio 14.0/VC/bin/cl.exe -- works
-- Detecting CXX compiler ABI info