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- <div class="subTitle">org.opencv.ml</div>
- <h2 title="Class ANN_MLP" class="title">Class ANN_MLP</h2>
- </div>
- <div class="contentContainer">
- <ul class="inheritance">
- <li>java.lang.Object</li>
- <li>
- <ul class="inheritance">
- <li><a href="../../../org/opencv/core/Algorithm.html" title="class in org.opencv.core">org.opencv.core.Algorithm</a></li>
- <li>
- <ul class="inheritance">
- <li><a href="../../../org/opencv/ml/StatModel.html" title="class in org.opencv.ml">org.opencv.ml.StatModel</a></li>
- <li>
- <ul class="inheritance">
- <li>org.opencv.ml.ANN_MLP</li>
- </ul>
- </li>
- </ul>
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- <pre>public class <span class="typeNameLabel">ANN_MLP</span>
- extends <a href="../../../org/opencv/ml/StatModel.html" title="class in org.opencv.ml">StatModel</a></pre>
- <div class="block">Artificial Neural Networks - Multi-Layer Perceptrons.
- Unlike many other models in ML that are constructed and trained at once, in the MLP model these
- steps are separated. First, a network with the specified topology is created using the non-default
- constructor or the method ANN_MLP::create. All the weights are set to zeros. Then, the network is
- trained using a set of input and output vectors. The training procedure can be repeated more than
- once, that is, the weights can be adjusted based on the new training data.
- Additional flags for StatModel::train are available: ANN_MLP::TrainFlags.
- SEE: REF: ml_intro_ann</div>
- </li>
- </ul>
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- <caption><span>Fields</span><span class="tabEnd"> </span></caption>
- <tr>
- <th class="colFirst" scope="col">Modifier and Type</th>
- <th class="colLast" scope="col">Field and Description</th>
- </tr>
- <tr class="altColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#ANNEAL">ANNEAL</a></span></code> </td>
- </tr>
- <tr class="rowColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#BACKPROP">BACKPROP</a></span></code> </td>
- </tr>
- <tr class="altColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#GAUSSIAN">GAUSSIAN</a></span></code> </td>
- </tr>
- <tr class="rowColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#IDENTITY">IDENTITY</a></span></code> </td>
- </tr>
- <tr class="altColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#LEAKYRELU">LEAKYRELU</a></span></code> </td>
- </tr>
- <tr class="rowColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#NO_INPUT_SCALE">NO_INPUT_SCALE</a></span></code> </td>
- </tr>
- <tr class="altColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#NO_OUTPUT_SCALE">NO_OUTPUT_SCALE</a></span></code> </td>
- </tr>
- <tr class="rowColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#RELU">RELU</a></span></code> </td>
- </tr>
- <tr class="altColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#RPROP">RPROP</a></span></code> </td>
- </tr>
- <tr class="rowColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#SIGMOID_SYM">SIGMOID_SYM</a></span></code> </td>
- </tr>
- <tr class="altColor">
- <td class="colFirst"><code>static int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#UPDATE_WEIGHTS">UPDATE_WEIGHTS</a></span></code> </td>
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- </table>
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- </a>
- <h3>Fields inherited from class org.opencv.ml.<a href="../../../org/opencv/ml/StatModel.html" title="class in org.opencv.ml">StatModel</a></h3>
- <code><a href="../../../org/opencv/ml/StatModel.html#COMPRESSED_INPUT">COMPRESSED_INPUT</a>, <a href="../../../org/opencv/ml/StatModel.html#PREPROCESSED_INPUT">PREPROCESSED_INPUT</a>, <a href="../../../org/opencv/ml/StatModel.html#RAW_OUTPUT">RAW_OUTPUT</a>, <a href="../../../org/opencv/ml/StatModel.html#UPDATE_MODEL">UPDATE_MODEL</a></code></li>
- </ul>
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- <h3>Method Summary</h3>
- <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
- <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption>
- <tr>
- <th class="colFirst" scope="col">Modifier and Type</th>
- <th class="colLast" scope="col">Method and Description</th>
- </tr>
- <tr id="i0" class="altColor">
- <td class="colFirst"><code>static <a href="../../../org/opencv/ml/ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#Z:Z__fromPtr__-long-">__fromPtr__</a></span>(long addr)</code> </td>
- </tr>
- <tr id="i1" class="rowColor">
- <td class="colFirst"><code>static <a href="../../../org/opencv/ml/ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#create--">create</a></span>()</code>
- <div class="block">Creates empty model
- Use StatModel::train to train the model, Algorithm::load<ANN_MLP>(filename) to load the pre-trained model.</div>
- </td>
- </tr>
- <tr id="i2" class="altColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getAnnealCoolingRatio--">getAnnealCoolingRatio</a></span>()</code>
- <div class="block">SEE: setAnnealCoolingRatio</div>
- </td>
- </tr>
- <tr id="i3" class="rowColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getAnnealFinalT--">getAnnealFinalT</a></span>()</code>
- <div class="block">SEE: setAnnealFinalT</div>
- </td>
- </tr>
- <tr id="i4" class="altColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getAnnealInitialT--">getAnnealInitialT</a></span>()</code>
- <div class="block">SEE: setAnnealInitialT</div>
- </td>
- </tr>
- <tr id="i5" class="rowColor">
- <td class="colFirst"><code>int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getAnnealItePerStep--">getAnnealItePerStep</a></span>()</code>
- <div class="block">SEE: setAnnealItePerStep</div>
- </td>
- </tr>
- <tr id="i6" class="altColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getBackpropMomentumScale--">getBackpropMomentumScale</a></span>()</code>
- <div class="block">SEE: setBackpropMomentumScale</div>
- </td>
- </tr>
- <tr id="i7" class="rowColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getBackpropWeightScale--">getBackpropWeightScale</a></span>()</code>
- <div class="block">SEE: setBackpropWeightScale</div>
- </td>
- </tr>
- <tr id="i8" class="altColor">
- <td class="colFirst"><code><a href="../../../org/opencv/core/Mat.html" title="class in org.opencv.core">Mat</a></code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getLayerSizes--">getLayerSizes</a></span>()</code>
- <div class="block">Integer vector specifying the number of neurons in each layer including the input and output layers.</div>
- </td>
- </tr>
- <tr id="i9" class="rowColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDW0--">getRpropDW0</a></span>()</code>
- <div class="block">SEE: setRpropDW0</div>
- </td>
- </tr>
- <tr id="i10" class="altColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWMax--">getRpropDWMax</a></span>()</code>
- <div class="block">SEE: setRpropDWMax</div>
- </td>
- </tr>
- <tr id="i11" class="rowColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWMin--">getRpropDWMin</a></span>()</code>
- <div class="block">SEE: setRpropDWMin</div>
- </td>
- </tr>
- <tr id="i12" class="altColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWMinus--">getRpropDWMinus</a></span>()</code>
- <div class="block">SEE: setRpropDWMinus</div>
- </td>
- </tr>
- <tr id="i13" class="rowColor">
- <td class="colFirst"><code>double</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWPlus--">getRpropDWPlus</a></span>()</code>
- <div class="block">SEE: setRpropDWPlus</div>
- </td>
- </tr>
- <tr id="i14" class="altColor">
- <td class="colFirst"><code><a href="../../../org/opencv/core/TermCriteria.html" title="class in org.opencv.core">TermCriteria</a></code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getTermCriteria--">getTermCriteria</a></span>()</code>
- <div class="block">SEE: setTermCriteria</div>
- </td>
- </tr>
- <tr id="i15" class="rowColor">
- <td class="colFirst"><code>int</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getTrainMethod--">getTrainMethod</a></span>()</code>
- <div class="block">Returns current training method</div>
- </td>
- </tr>
- <tr id="i16" class="altColor">
- <td class="colFirst"><code><a href="../../../org/opencv/core/Mat.html" title="class in org.opencv.core">Mat</a></code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getWeights-int-">getWeights</a></span>(int layerIdx)</code> </td>
- </tr>
- <tr id="i17" class="rowColor">
- <td class="colFirst"><code>static <a href="../../../org/opencv/ml/ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#load-java.lang.String-">load</a></span>(java.lang.String filepath)</code>
- <div class="block">Loads and creates a serialized ANN from a file
- Use ANN::save to serialize and store an ANN to disk.</div>
- </td>
- </tr>
- <tr id="i18" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setActivationFunction-int-">setActivationFunction</a></span>(int type)</code>
- <div class="block">Initialize the activation function for each neuron.</div>
- </td>
- </tr>
- <tr id="i19" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setActivationFunction-int-double-">setActivationFunction</a></span>(int type,
- double param1)</code>
- <div class="block">Initialize the activation function for each neuron.</div>
- </td>
- </tr>
- <tr id="i20" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setActivationFunction-int-double-double-">setActivationFunction</a></span>(int type,
- double param1,
- double param2)</code>
- <div class="block">Initialize the activation function for each neuron.</div>
- </td>
- </tr>
- <tr id="i21" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setAnnealCoolingRatio-double-">setAnnealCoolingRatio</a></span>(double val)</code>
- <div class="block">getAnnealCoolingRatio SEE: getAnnealCoolingRatio</div>
- </td>
- </tr>
- <tr id="i22" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setAnnealFinalT-double-">setAnnealFinalT</a></span>(double val)</code>
- <div class="block">getAnnealFinalT SEE: getAnnealFinalT</div>
- </td>
- </tr>
- <tr id="i23" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setAnnealInitialT-double-">setAnnealInitialT</a></span>(double val)</code>
- <div class="block">getAnnealInitialT SEE: getAnnealInitialT</div>
- </td>
- </tr>
- <tr id="i24" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setAnnealItePerStep-int-">setAnnealItePerStep</a></span>(int val)</code>
- <div class="block">getAnnealItePerStep SEE: getAnnealItePerStep</div>
- </td>
- </tr>
- <tr id="i25" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setBackpropMomentumScale-double-">setBackpropMomentumScale</a></span>(double val)</code>
- <div class="block">getBackpropMomentumScale SEE: getBackpropMomentumScale</div>
- </td>
- </tr>
- <tr id="i26" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setBackpropWeightScale-double-">setBackpropWeightScale</a></span>(double val)</code>
- <div class="block">getBackpropWeightScale SEE: getBackpropWeightScale</div>
- </td>
- </tr>
- <tr id="i27" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setLayerSizes-org.opencv.core.Mat-">setLayerSizes</a></span>(<a href="../../../org/opencv/core/Mat.html" title="class in org.opencv.core">Mat</a> _layer_sizes)</code>
- <div class="block">Integer vector specifying the number of neurons in each layer including the input and output layers.</div>
- </td>
- </tr>
- <tr id="i28" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDW0-double-">setRpropDW0</a></span>(double val)</code>
- <div class="block">getRpropDW0 SEE: getRpropDW0</div>
- </td>
- </tr>
- <tr id="i29" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWMax-double-">setRpropDWMax</a></span>(double val)</code>
- <div class="block">getRpropDWMax SEE: getRpropDWMax</div>
- </td>
- </tr>
- <tr id="i30" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWMin-double-">setRpropDWMin</a></span>(double val)</code>
- <div class="block">getRpropDWMin SEE: getRpropDWMin</div>
- </td>
- </tr>
- <tr id="i31" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWMinus-double-">setRpropDWMinus</a></span>(double val)</code>
- <div class="block">getRpropDWMinus SEE: getRpropDWMinus</div>
- </td>
- </tr>
- <tr id="i32" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWPlus-double-">setRpropDWPlus</a></span>(double val)</code>
- <div class="block">getRpropDWPlus SEE: getRpropDWPlus</div>
- </td>
- </tr>
- <tr id="i33" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setTermCriteria-org.opencv.core.TermCriteria-">setTermCriteria</a></span>(<a href="../../../org/opencv/core/TermCriteria.html" title="class in org.opencv.core">TermCriteria</a> val)</code>
- <div class="block">getTermCriteria SEE: getTermCriteria</div>
- </td>
- </tr>
- <tr id="i34" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setTrainMethod-int-">setTrainMethod</a></span>(int method)</code>
- <div class="block">Sets training method and common parameters.</div>
- </td>
- </tr>
- <tr id="i35" class="rowColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setTrainMethod-int-double-">setTrainMethod</a></span>(int method,
- double param1)</code>
- <div class="block">Sets training method and common parameters.</div>
- </td>
- </tr>
- <tr id="i36" class="altColor">
- <td class="colFirst"><code>void</code></td>
- <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setTrainMethod-int-double-double-">setTrainMethod</a></span>(int method,
- double param1,
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- <div class="block">Sets training method and common parameters.</div>
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- <code><a href="../../../org/opencv/core/Algorithm.html#clear--">clear</a>, <a href="../../../org/opencv/core/Algorithm.html#getDefaultName--">getDefaultName</a>, <a href="../../../org/opencv/core/Algorithm.html#getNativeObjAddr--">getNativeObjAddr</a>, <a href="../../../org/opencv/core/Algorithm.html#save-java.lang.String-">save</a></code></li>
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- <dd><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.BACKPROP">Constant Field Values</a></dd>
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- <dd><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.IDENTITY">Constant Field Values</a></dd>
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- <pre>public static final int NO_OUTPUT_SCALE</pre>
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- <dd><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.NO_OUTPUT_SCALE">Constant Field Values</a></dd>
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- <h4>RELU</h4>
- <pre>public static final int RELU</pre>
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- <dd><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.RELU">Constant Field Values</a></dd>
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- <pre>public static final int RPROP</pre>
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- <dd><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.RPROP">Constant Field Values</a></dd>
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- <dd><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.SIGMOID_SYM">Constant Field Values</a></dd>
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- <pre>public static final int UPDATE_WEIGHTS</pre>
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- <dd><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.UPDATE_WEIGHTS">Constant Field Values</a></dd>
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- <pre>public static <a href="../../../org/opencv/ml/ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a> create()</pre>
- <div class="block">Creates empty model
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- <dl>
- <dt><span class="returnLabel">Returns:</span></dt>
- <dd>automatically generated</dd>
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- <dl>
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- <dd>automatically generated</dd>
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- <pre>public double getAnnealFinalT()</pre>
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- <dd>automatically generated</dd>
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- <h4>getAnnealInitialT</h4>
- <pre>public double getAnnealInitialT()</pre>
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- <dd>automatically generated</dd>
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- <pre>public int getAnnealItePerStep()</pre>
- <div class="block">SEE: setAnnealItePerStep</div>
- <dl>
- <dt><span class="returnLabel">Returns:</span></dt>
- <dd>automatically generated</dd>
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- <h4>getBackpropMomentumScale</h4>
- <pre>public double getBackpropMomentumScale()</pre>
- <div class="block">SEE: setBackpropMomentumScale</div>
- <dl>
- <dt><span class="returnLabel">Returns:</span></dt>
- <dd>automatically generated</dd>
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- <pre>public double getBackpropWeightScale()</pre>
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- <dt><span class="returnLabel">Returns:</span></dt>
- <dd>automatically generated</dd>
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- <pre>public <a href="../../../org/opencv/core/Mat.html" title="class in org.opencv.core">Mat</a> getLayerSizes()</pre>
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- SEE: setLayerSizes</div>
- <dl>
- <dt><span class="returnLabel">Returns:</span></dt>
- <dd>automatically generated</dd>
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- <h4>getRpropDW0</h4>
- <pre>public double getRpropDW0()</pre>
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- <dd>automatically generated</dd>
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- <dd>automatically generated</dd>
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- <pre>public double getRpropDWMin()</pre>
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- <pre>public double getRpropDWMinus()</pre>
- <div class="block">SEE: setRpropDWMinus</div>
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- <dd>automatically generated</dd>
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- <pre>public double getRpropDWPlus()</pre>
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- <dd>automatically generated</dd>
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- <dd>automatically generated</dd>
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- <pre>public void setActivationFunction(int type)</pre>
- <div class="block">Initialize the activation function for each neuron.
- Currently the default and the only fully supported activation function is ANN_MLP::SIGMOID_SYM.</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>type</code> - The type of activation function. See ANN_MLP::ActivationFunctions.</dd>
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- <pre>public void setActivationFunction(int type,
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- <div class="block">Initialize the activation function for each neuron.
- Currently the default and the only fully supported activation function is ANN_MLP::SIGMOID_SYM.</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>type</code> - The type of activation function. See ANN_MLP::ActivationFunctions.</dd>
- <dd><code>param1</code> - The first parameter of the activation function, \(\alpha\). Default value is 0.</dd>
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- <h4>setActivationFunction</h4>
- <pre>public void setActivationFunction(int type,
- double param1,
- double param2)</pre>
- <div class="block">Initialize the activation function for each neuron.
- Currently the default and the only fully supported activation function is ANN_MLP::SIGMOID_SYM.</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>type</code> - The type of activation function. See ANN_MLP::ActivationFunctions.</dd>
- <dd><code>param1</code> - The first parameter of the activation function, \(\alpha\). Default value is 0.</dd>
- <dd><code>param2</code> - The second parameter of the activation function, \(\beta\). Default value is 0.</dd>
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- <h4>setAnnealCoolingRatio</h4>
- <pre>public void setAnnealCoolingRatio(double val)</pre>
- <div class="block">getAnnealCoolingRatio SEE: getAnnealCoolingRatio</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <h4>setAnnealFinalT</h4>
- <pre>public void setAnnealFinalT(double val)</pre>
- <div class="block">getAnnealFinalT SEE: getAnnealFinalT</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <pre>public void setAnnealInitialT(double val)</pre>
- <div class="block">getAnnealInitialT SEE: getAnnealInitialT</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <pre>public void setAnnealItePerStep(int val)</pre>
- <div class="block">getAnnealItePerStep SEE: getAnnealItePerStep</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <pre>public void setBackpropMomentumScale(double val)</pre>
- <div class="block">getBackpropMomentumScale SEE: getBackpropMomentumScale</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <h4>setBackpropWeightScale</h4>
- <pre>public void setBackpropWeightScale(double val)</pre>
- <div class="block">getBackpropWeightScale SEE: getBackpropWeightScale</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <pre>public void setLayerSizes(<a href="../../../org/opencv/core/Mat.html" title="class in org.opencv.core">Mat</a> _layer_sizes)</pre>
- <div class="block">Integer vector specifying the number of neurons in each layer including the input and output layers.
- The very first element specifies the number of elements in the input layer.
- The last element - number of elements in the output layer. Default value is empty Mat.
- SEE: getLayerSizes</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>_layer_sizes</code> - automatically generated</dd>
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- <pre>public void setRpropDW0(double val)</pre>
- <div class="block">getRpropDW0 SEE: getRpropDW0</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <pre>public void setRpropDWMax(double val)</pre>
- <div class="block">getRpropDWMax SEE: getRpropDWMax</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <h4>setRpropDWMin</h4>
- <pre>public void setRpropDWMin(double val)</pre>
- <div class="block">getRpropDWMin SEE: getRpropDWMin</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <h4>setRpropDWMinus</h4>
- <pre>public void setRpropDWMinus(double val)</pre>
- <div class="block">getRpropDWMinus SEE: getRpropDWMinus</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <pre>public void setRpropDWPlus(double val)</pre>
- <div class="block">getRpropDWPlus SEE: getRpropDWPlus</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <div class="block">getTermCriteria SEE: getTermCriteria</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>val</code> - automatically generated</dd>
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- <dd><code>method</code> - Default value is ANN_MLP::RPROP. See ANN_MLP::TrainingMethods.</dd>
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- <pre>public void setTrainMethod(int method,
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- <div class="block">Sets training method and common parameters.</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>method</code> - Default value is ANN_MLP::RPROP. See ANN_MLP::TrainingMethods.</dd>
- <dd><code>param1</code> - passed to setRpropDW0 for ANN_MLP::RPROP and to setBackpropWeightScale for ANN_MLP::BACKPROP and to initialT for ANN_MLP::ANNEAL.</dd>
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- <pre>public void setTrainMethod(int method,
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- <div class="block">Sets training method and common parameters.</div>
- <dl>
- <dt><span class="paramLabel">Parameters:</span></dt>
- <dd><code>method</code> - Default value is ANN_MLP::RPROP. See ANN_MLP::TrainingMethods.</dd>
- <dd><code>param1</code> - passed to setRpropDW0 for ANN_MLP::RPROP and to setBackpropWeightScale for ANN_MLP::BACKPROP and to initialT for ANN_MLP::ANNEAL.</dd>
- <dd><code>param2</code> - passed to setRpropDWMin for ANN_MLP::RPROP and to setBackpropMomentumScale for ANN_MLP::BACKPROP and to finalT for ANN_MLP::ANNEAL.</dd>
- </dl>
- </li>
- </ul>
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