Peter M. Groen / openbr

Commit ed2a8f7b758fc97e71c31d15afa15db2d03d8a66

Authored by Josh Klontz
1 parent bd31789d

remove majorityvoting

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Showing 1 changed file with 0 additions and 104 deletions
openbr/plugins/metadata/majorityvoting.cpp deleted
View file @bd31789
1   -
2   -/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * *
3   - * Copyright 2015 Rank One Computing Corporation *
4   - * *
5   - * Licensed under the Apache License, Version 2.0 (the "License"); *
6   - * you may not use this file except in compliance with the License. *
7   - * You may obtain a copy of the License at *
8   - * *
9   - * http://www.apache.org/licenses/LICENSE-2.0 *
10   - * *
11   - * Unless required by applicable law or agreed to in writing, software *
12   - * distributed under the License is distributed on an "AS IS" BASIS, *
13   - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. *
14   - * See the License for the specific language governing permissions and *
15   - * limitations under the License. *
16   - * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * */
17   -
18   -#include <openbr/plugins/openbr_internal.h>
19   -
20   -namespace br
21   -{
22   -
23   -/*!
24   - * \ingroup transforms
25   - * \brief Performs majority voting from a single metadata key or multiple keys and sets the result in the specified key.
26   - * \br_property QString keys The meta-data key(s) used for Majority Voting.
27   - * \br_property int numClasses The number of possible classes.
28   - * \br_property QString outputKey The output metadata key which stores the a list with the index of the winning class set to 1.
29   - * \br_property float thresh Allows users to specify a threshold for the first class, if exceeded the first class wins else class 2 wins.
30   - * \author Keyur Patel \cite kpatel
31   - */
32   -class MajorityVotingTransform : public UntrainableMetadataTransform
33   -{
34   - Q_OBJECT
35   - Q_PROPERTY(QStringList keys READ get_keys WRITE set_keys RESET reset_keys STORED false)
36   - Q_PROPERTY(int numClasses READ get_numClasses WRITE set_numClasses RESET reset_numClasses STORED false)
37   - Q_PROPERTY(QString outputKey READ get_outputKey WRITE set_outputKey RESET reset_outputKey STORED false)
38   - Q_PROPERTY(float thresh READ get_thresh WRITE set_thresh RESET reset_thresh STORED false)
39   -
40   - BR_PROPERTY(QStringList, keys, QStringList())
41   - BR_PROPERTY(int, numClasses, 2)
42   - BR_PROPERTY(QString, outputKey, "MajorityVoting")
43   - BR_PROPERTY(float, thresh, -1)
44   -
45   - void projectMetadata(const File &src, File &dst) const
46   - {
47   - dst = src;
48   -
49   - QList<float> scores = QList<float>();
50   - foreach (QString key, keys){
51   - if (src.contains(key)){
52   - QList<float> templateScores = src.getList<float>(key);
53   - scores.append(templateScores);
54   - } else {
55   - dst.fte = true;
56   - return;
57   - }
58   - }
59   - QVector<int> classCount(numClasses, 0);
60   - for (int c = 0; c < scores.size(); c+= numClasses){
61   - if ((numClasses == 2) && (thresh != -1)){
62   - if (scores[c] > thresh)
63   - classCount[0]++;
64   - else
65   - classCount[1]++;
66   - } else {
67   - int highestScoringClass = 0;
68   - float highestScore = scores[c];
69   - for (int b = 1; b < numClasses; b++){
70   - if (scores[c+b] > highestScore){
71   - highestScore = scores[c+b];
72   - highestScoringClass = b;
73   - }
74   - }
75   - classCount[highestScoringClass]++;
76   - }
77   - }
78   - int largestIndex = getIndexOfLargestElement(classCount);
79   -
80   - QList<int> output = QList<int>();
81   - for(int i=0; i <numClasses; i++){
82   - if(i == largestIndex) output.append(1);
83   - else output.append(0);
84   - }
85   - dst.setList(outputKey,output);
86   - }
87   -
88   - int getIndexOfLargestElement(const QVector<int> &arr) const {
89   - int largestIndex = 0;
90   - for (int i = largestIndex; i < arr.size(); i++) {
91   - if (arr[largestIndex] <= arr[i]) {
92   - largestIndex = i;
93   - }
94   - }
95   - return largestIndex;
96   - }
97   -};
98   -
99   -BR_REGISTER(Transform, MajorityVotingTransform)
100   -
101   -} // namespace br
102   -
103   -#include "metadata/majorityvoting.moc"
104   -