Commit c8a003100c8b2eeec802483ff908b01091badfd6
1 parent
0e64c2be
removed turk
Showing
1 changed file
with
0 additions
and
75 deletions
openbr/plugins/classification/turk.cpp deleted
| 1 | -/* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * | ||
| 2 | - * Copyright 2012 The MITRE Corporation * | ||
| 3 | - * * | ||
| 4 | - * Licensed under the Apache License, Version 2.0 (the "License"); * | ||
| 5 | - * you may not use this file except in compliance with the License. * | ||
| 6 | - * You may obtain a copy of the License at * | ||
| 7 | - * * | ||
| 8 | - * http://www.apache.org/licenses/LICENSE-2.0 * | ||
| 9 | - * * | ||
| 10 | - * Unless required by applicable law or agreed to in writing, software * | ||
| 11 | - * distributed under the License is distributed on an "AS IS" BASIS, * | ||
| 12 | - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * | ||
| 13 | - * See the License for the specific language governing permissions and * | ||
| 14 | - * limitations under the License. * | ||
| 15 | - * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * */ | ||
| 16 | - | ||
| 17 | -#include <openbr/plugins/openbr_internal.h> | ||
| 18 | - | ||
| 19 | -namespace br | ||
| 20 | -{ | ||
| 21 | - | ||
| 22 | -/*! | ||
| 23 | - * \ingroup transforms | ||
| 24 | - * \brief Convenience class for training turk attribute regressors | ||
| 25 | - * \author Josh Klontz \cite jklontz | ||
| 26 | - * \br_property QString key Metadata key to pass input values to SVM. Actual lookup key is "key_value" where value is each value in the parameter values. Default is "". | ||
| 27 | - * \br_property QStringList values Metadata keys to pass input values to SVM. Actual lookup key is "key_value" where key is the parameter key and value is each value in this list. Each passed value trains a new SVM with the input values found in metadata["key_value"]. Default is "". | ||
| 28 | - * \br_property bool isMeta If true, "Average+SaveMat(predicted_key_value)" is appended to each classifier. If false, nothing is appended. Default is false. | ||
| 29 | - */ | ||
| 30 | -class TurkClassifierTransform : public Transform | ||
| 31 | -{ | ||
| 32 | - Q_OBJECT | ||
| 33 | - Q_PROPERTY(QString key READ get_key WRITE set_key RESET reset_key STORED false) | ||
| 34 | - Q_PROPERTY(QStringList values READ get_values WRITE set_values RESET reset_values STORED false) | ||
| 35 | - Q_PROPERTY(bool isMeta READ get_isMeta WRITE set_isMeta RESET reset_isMeta STORED false) | ||
| 36 | - BR_PROPERTY(QString, key, QString()) | ||
| 37 | - BR_PROPERTY(QStringList, values, QStringList()) | ||
| 38 | - BR_PROPERTY(bool, isMeta, false) | ||
| 39 | - | ||
| 40 | - Transform *child; | ||
| 41 | - | ||
| 42 | - void init() | ||
| 43 | - { | ||
| 44 | - QStringList classifiers; | ||
| 45 | - foreach (const QString &value, values) | ||
| 46 | - classifiers.append(QString("(SVM(RBF,EPS_SVR,returnDFVal=true,inputVariable=%1,outputVariable=predicted_%1)%2)").arg(key + "_" + value, isMeta ? QString("+Average+SaveMat(predicted_%1)").arg(value) : QString())); | ||
| 47 | - child = Transform::make(classifiers.join("/") + (classifiers.size() > 1 ? "+Cat" : "")); | ||
| 48 | - } | ||
| 49 | - | ||
| 50 | - void train(const QList<TemplateList> &data) | ||
| 51 | - { | ||
| 52 | - child->train(data); | ||
| 53 | - } | ||
| 54 | - | ||
| 55 | - void project(const Template &src, Template &dst) const | ||
| 56 | - { | ||
| 57 | - child->project(src, dst); | ||
| 58 | - } | ||
| 59 | - | ||
| 60 | - void store(QDataStream &stream) const | ||
| 61 | - { | ||
| 62 | - child->store(stream); | ||
| 63 | - } | ||
| 64 | - | ||
| 65 | - void load(QDataStream &stream) | ||
| 66 | - { | ||
| 67 | - child->load(stream); | ||
| 68 | - } | ||
| 69 | -}; | ||
| 70 | - | ||
| 71 | -BR_REGISTER(Transform, TurkClassifierTransform) | ||
| 72 | - | ||
| 73 | -} // namespace br | ||
| 74 | - | ||
| 75 | -#include "classification/turk.moc" |