985 lines
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985 lines
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<title>ANN_MLP (OpenCV 4.12.0 Java documentation)</title>
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<!-- ======== START OF CLASS DATA ======== -->
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<div class="sub-title"><span class="package-label-in-type">Package</span> <a href="package-summary.html">org.opencv.ml</a></div>
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<h1 title="Class ANN_MLP" class="title">Class ANN_MLP</h1>
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</div>
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<div class="inheritance" title="Inheritance Tree"><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html" title="class or interface in java.lang" class="external-link">java.lang.Object</a>
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<div class="inheritance"><a href="../core/Algorithm.html" title="class in org.opencv.core">org.opencv.core.Algorithm</a>
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<div class="inheritance"><a href="StatModel.html" title="class in org.opencv.ml">org.opencv.ml.StatModel</a>
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<div class="inheritance">org.opencv.ml.ANN_MLP</div>
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</div>
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</div>
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</div>
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<section class="class-description" id="class-description">
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<hr>
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<div class="type-signature"><span class="modifiers">public class </span><span class="element-name type-name-label">ANN_MLP</span>
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<span class="extends-implements">extends <a href="StatModel.html" title="class in org.opencv.ml">StatModel</a></span></div>
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<div class="block">Artificial Neural Networks - Multi-Layer Perceptrons.
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Unlike many other models in ML that are constructed and trained at once, in the MLP model these
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steps are separated. First, a network with the specified topology is created using the non-default
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constructor or the method ANN_MLP::create. All the weights are set to zeros. Then, the network is
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trained using a set of input and output vectors. The training procedure can be repeated more than
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once, that is, the weights can be adjusted based on the new training data.
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Additional flags for StatModel::train are available: ANN_MLP::TrainFlags.
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SEE: REF: ml_intro_ann</div>
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</section>
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<section class="summary">
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<ul class="summary-list">
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<!-- =========== FIELD SUMMARY =========== -->
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<li>
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<section class="field-summary" id="field-summary">
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<h2>Field Summary</h2>
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<div class="caption"><span>Fields</span></div>
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<div class="summary-table three-column-summary">
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<div class="table-header col-first">Modifier and Type</div>
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<div class="table-header col-second">Field</div>
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<div class="table-header col-last">Description</div>
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<div class="col-first even-row-color"><code>static final int</code></div>
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<div class="col-second even-row-color"><code><a href="#ANNEAL" class="member-name-link">ANNEAL</a></code></div>
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<div class="col-last even-row-color"> </div>
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<div class="col-first odd-row-color"><code>static final int</code></div>
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<div class="col-second odd-row-color"><code><a href="#BACKPROP" class="member-name-link">BACKPROP</a></code></div>
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<div class="col-last odd-row-color"> </div>
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<div class="col-first even-row-color"><code>static final int</code></div>
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<div class="col-second even-row-color"><code><a href="#GAUSSIAN" class="member-name-link">GAUSSIAN</a></code></div>
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<div class="col-last even-row-color"> </div>
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<div class="col-first odd-row-color"><code>static final int</code></div>
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<div class="col-second odd-row-color"><code><a href="#IDENTITY" class="member-name-link">IDENTITY</a></code></div>
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<div class="col-last odd-row-color"> </div>
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<div class="col-first even-row-color"><code>static final int</code></div>
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<div class="col-second even-row-color"><code><a href="#LEAKYRELU" class="member-name-link">LEAKYRELU</a></code></div>
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<div class="col-last even-row-color"> </div>
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<div class="col-first odd-row-color"><code>static final int</code></div>
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<div class="col-second odd-row-color"><code><a href="#NO_INPUT_SCALE" class="member-name-link">NO_INPUT_SCALE</a></code></div>
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<div class="col-last odd-row-color"> </div>
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<div class="col-first even-row-color"><code>static final int</code></div>
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<div class="col-second even-row-color"><code><a href="#NO_OUTPUT_SCALE" class="member-name-link">NO_OUTPUT_SCALE</a></code></div>
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<div class="col-last even-row-color"> </div>
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<div class="col-first odd-row-color"><code>static final int</code></div>
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<div class="col-second odd-row-color"><code><a href="#RELU" class="member-name-link">RELU</a></code></div>
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<div class="col-last odd-row-color"> </div>
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<div class="col-first even-row-color"><code>static final int</code></div>
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<div class="col-second even-row-color"><code><a href="#RPROP" class="member-name-link">RPROP</a></code></div>
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<div class="col-last even-row-color"> </div>
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<div class="col-first odd-row-color"><code>static final int</code></div>
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<div class="col-second odd-row-color"><code><a href="#SIGMOID_SYM" class="member-name-link">SIGMOID_SYM</a></code></div>
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<div class="col-last odd-row-color"> </div>
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<div class="col-first even-row-color"><code>static final int</code></div>
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<div class="col-second even-row-color"><code><a href="#UPDATE_WEIGHTS" class="member-name-link">UPDATE_WEIGHTS</a></code></div>
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<div class="col-last even-row-color"> </div>
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</div>
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<div class="inherited-list">
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<h3 id="fields-inherited-from-class-org.opencv.ml.StatModel">Fields inherited from class org.opencv.ml.<a href="StatModel.html" title="class in org.opencv.ml">StatModel</a></h3>
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<code><a href="StatModel.html#COMPRESSED_INPUT">COMPRESSED_INPUT</a>, <a href="StatModel.html#PREPROCESSED_INPUT">PREPROCESSED_INPUT</a>, <a href="StatModel.html#RAW_OUTPUT">RAW_OUTPUT</a>, <a href="StatModel.html#UPDATE_MODEL">UPDATE_MODEL</a></code></div>
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</section>
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</li>
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<!-- ========== METHOD SUMMARY =========== -->
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<li>
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<section class="method-summary" id="method-summary">
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<h2>Method Summary</h2>
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<div id="method-summary-table">
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<div class="table-tabs" role="tablist" aria-orientation="horizontal"><button id="method-summary-table-tab0" role="tab" aria-selected="true" aria-controls="method-summary-table.tabpanel" tabindex="0" onkeydown="switchTab(event)" onclick="show('method-summary-table', 'method-summary-table', 3)" class="active-table-tab">All Methods</button><button id="method-summary-table-tab1" role="tab" aria-selected="false" aria-controls="method-summary-table.tabpanel" tabindex="-1" onkeydown="switchTab(event)" onclick="show('method-summary-table', 'method-summary-table-tab1', 3)" class="table-tab">Static Methods</button><button id="method-summary-table-tab2" role="tab" aria-selected="false" aria-controls="method-summary-table.tabpanel" tabindex="-1" onkeydown="switchTab(event)" onclick="show('method-summary-table', 'method-summary-table-tab2', 3)" class="table-tab">Instance Methods</button><button id="method-summary-table-tab4" role="tab" aria-selected="false" aria-controls="method-summary-table.tabpanel" tabindex="-1" onkeydown="switchTab(event)" onclick="show('method-summary-table', 'method-summary-table-tab4', 3)" class="table-tab">Concrete Methods</button></div>
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<div id="method-summary-table.tabpanel" role="tabpanel" aria-labelledby="method-summary-table-tab0">
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<div class="summary-table three-column-summary">
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<div class="table-header col-first">Modifier and Type</div>
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<div class="table-header col-second">Method</div>
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<div class="table-header col-last">Description</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static <a href="ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><a href="#__fromPtr__(long)" class="member-name-link">__fromPtr__</a><wbr>(long addr)</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"> </div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static <a href="ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><a href="#create()" class="member-name-link">create</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4">
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<div class="block">Creates empty model
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Use StatModel::train to train the model, Algorithm::load<ANN_MLP>(filename) to load the pre-trained model.</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getAnnealCoolingRatio()" class="member-name-link">getAnnealCoolingRatio</a>()</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setAnnealCoolingRatio</div>
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</div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getAnnealFinalT()" class="member-name-link">getAnnealFinalT</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setAnnealFinalT</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getAnnealInitialT()" class="member-name-link">getAnnealInitialT</a>()</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setAnnealInitialT</div>
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</div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>int</code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getAnnealItePerStep()" class="member-name-link">getAnnealItePerStep</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setAnnealItePerStep</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getBackpropMomentumScale()" class="member-name-link">getBackpropMomentumScale</a>()</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setBackpropMomentumScale</div>
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</div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getBackpropWeightScale()" class="member-name-link">getBackpropWeightScale</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setBackpropWeightScale</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="../core/Mat.html" title="class in org.opencv.core">Mat</a></code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getLayerSizes()" class="member-name-link">getLayerSizes</a>()</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">Integer vector specifying the number of neurons in each layer including the input and output layers.</div>
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</div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getRpropDW0()" class="member-name-link">getRpropDW0</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setRpropDW0</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getRpropDWMax()" class="member-name-link">getRpropDWMax</a>()</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setRpropDWMax</div>
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</div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getRpropDWMin()" class="member-name-link">getRpropDWMin</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setRpropDWMin</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getRpropDWMinus()" class="member-name-link">getRpropDWMinus</a>()</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setRpropDWMinus</div>
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</div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getRpropDWPlus()" class="member-name-link">getRpropDWPlus</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setRpropDWPlus</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="../core/TermCriteria.html" title="class in org.opencv.core">TermCriteria</a></code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getTermCriteria()" class="member-name-link">getTermCriteria</a>()</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">SEE: setTermCriteria</div>
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</div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>int</code></div>
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<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getTrainMethod()" class="member-name-link">getTrainMethod</a>()</code></div>
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<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
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<div class="block">Returns current training method</div>
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</div>
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<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="../core/Mat.html" title="class in org.opencv.core">Mat</a></code></div>
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<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#getWeights(int)" class="member-name-link">getWeights</a><wbr>(int layerIdx)</code></div>
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<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"> </div>
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<div class="col-first odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code>static <a href="ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4"><code><a href="#load(java.lang.String)" class="member-name-link">load</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a> filepath)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab1 method-summary-table-tab4">
|
|
<div class="block">Loads and creates a serialized ANN from a file
|
|
|
|
Use ANN::save to serialize and store an ANN to disk.</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setActivationFunction(int)" class="member-name-link">setActivationFunction</a><wbr>(int type)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">Initialize the activation function for each neuron.</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setActivationFunction(int,double)" class="member-name-link">setActivationFunction</a><wbr>(int type,
|
|
double param1)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">Initialize the activation function for each neuron.</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setActivationFunction(int,double,double)" class="member-name-link">setActivationFunction</a><wbr>(int type,
|
|
double param1,
|
|
double param2)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">Initialize the activation function for each neuron.</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setAnnealCoolingRatio(double)" class="member-name-link">setAnnealCoolingRatio</a><wbr>(double val)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getAnnealCoolingRatio SEE: getAnnealCoolingRatio</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setAnnealFinalT(double)" class="member-name-link">setAnnealFinalT</a><wbr>(double val)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getAnnealFinalT SEE: getAnnealFinalT</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setAnnealInitialT(double)" class="member-name-link">setAnnealInitialT</a><wbr>(double val)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getAnnealInitialT SEE: getAnnealInitialT</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setAnnealItePerStep(int)" class="member-name-link">setAnnealItePerStep</a><wbr>(int val)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getAnnealItePerStep SEE: getAnnealItePerStep</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setBackpropMomentumScale(double)" class="member-name-link">setBackpropMomentumScale</a><wbr>(double val)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getBackpropMomentumScale SEE: getBackpropMomentumScale</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setBackpropWeightScale(double)" class="member-name-link">setBackpropWeightScale</a><wbr>(double val)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getBackpropWeightScale SEE: getBackpropWeightScale</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setLayerSizes(org.opencv.core.Mat)" class="member-name-link">setLayerSizes</a><wbr>(<a href="../core/Mat.html" title="class in org.opencv.core">Mat</a> _layer_sizes)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">Integer vector specifying the number of neurons in each layer including the input and output layers.</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setRpropDW0(double)" class="member-name-link">setRpropDW0</a><wbr>(double val)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getRpropDW0 SEE: getRpropDW0</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setRpropDWMax(double)" class="member-name-link">setRpropDWMax</a><wbr>(double val)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getRpropDWMax SEE: getRpropDWMax</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setRpropDWMin(double)" class="member-name-link">setRpropDWMin</a><wbr>(double val)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getRpropDWMin SEE: getRpropDWMin</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setRpropDWMinus(double)" class="member-name-link">setRpropDWMinus</a><wbr>(double val)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getRpropDWMinus SEE: getRpropDWMinus</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setRpropDWPlus(double)" class="member-name-link">setRpropDWPlus</a><wbr>(double val)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getRpropDWPlus SEE: getRpropDWPlus</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setTermCriteria(org.opencv.core.TermCriteria)" class="member-name-link">setTermCriteria</a><wbr>(<a href="../core/TermCriteria.html" title="class in org.opencv.core">TermCriteria</a> val)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">getTermCriteria SEE: getTermCriteria</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setTrainMethod(int)" class="member-name-link">setTrainMethod</a><wbr>(int method)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">Sets training method and common parameters.</div>
|
|
</div>
|
|
<div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setTrainMethod(int,double)" class="member-name-link">setTrainMethod</a><wbr>(int method,
|
|
double param1)</code></div>
|
|
<div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">Sets training method and common parameters.</div>
|
|
</div>
|
|
<div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div>
|
|
<div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#setTrainMethod(int,double,double)" class="member-name-link">setTrainMethod</a><wbr>(int method,
|
|
double param1,
|
|
double param2)</code></div>
|
|
<div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4">
|
|
<div class="block">Sets training method and common parameters.</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
<div class="inherited-list">
|
|
<h3 id="methods-inherited-from-class-org.opencv.ml.StatModel">Methods inherited from class org.opencv.ml.<a href="StatModel.html" title="class in org.opencv.ml">StatModel</a></h3>
|
|
<code><a href="StatModel.html#calcError(org.opencv.ml.TrainData,boolean,org.opencv.core.Mat)">calcError</a>, <a href="StatModel.html#empty()">empty</a>, <a href="StatModel.html#getVarCount()">getVarCount</a>, <a href="StatModel.html#isClassifier()">isClassifier</a>, <a href="StatModel.html#isTrained()">isTrained</a>, <a href="StatModel.html#predict(org.opencv.core.Mat)">predict</a>, <a href="StatModel.html#predict(org.opencv.core.Mat,org.opencv.core.Mat)">predict</a>, <a href="StatModel.html#predict(org.opencv.core.Mat,org.opencv.core.Mat,int)">predict</a>, <a href="StatModel.html#train(org.opencv.core.Mat,int,org.opencv.core.Mat)">train</a>, <a href="StatModel.html#train(org.opencv.ml.TrainData)">train</a>, <a href="StatModel.html#train(org.opencv.ml.TrainData,int)">train</a></code></div>
|
|
<div class="inherited-list">
|
|
<h3 id="methods-inherited-from-class-org.opencv.core.Algorithm">Methods inherited from class org.opencv.core.<a href="../core/Algorithm.html" title="class in org.opencv.core">Algorithm</a></h3>
|
|
<code><a href="../core/Algorithm.html#clear()">clear</a>, <a href="../core/Algorithm.html#getDefaultName()">getDefaultName</a>, <a href="../core/Algorithm.html#getNativeObjAddr()">getNativeObjAddr</a>, <a href="../core/Algorithm.html#save(java.lang.String)">save</a></code></div>
|
|
<div class="inherited-list">
|
|
<h3 id="methods-inherited-from-class-java.lang.Object">Methods inherited from class java.lang.<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html" title="class or interface in java.lang" class="external-link">Object</a></h3>
|
|
<code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#equals(java.lang.Object)" title="class or interface in java.lang" class="external-link">equals</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#getClass()" title="class or interface in java.lang" class="external-link">getClass</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#hashCode()" title="class or interface in java.lang" class="external-link">hashCode</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#notify()" title="class or interface in java.lang" class="external-link">notify</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#notifyAll()" title="class or interface in java.lang" class="external-link">notifyAll</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#toString()" title="class or interface in java.lang" class="external-link">toString</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#wait()" title="class or interface in java.lang" class="external-link">wait</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#wait(long)" title="class or interface in java.lang" class="external-link">wait</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#wait(long,int)" title="class or interface in java.lang" class="external-link">wait</a></code></div>
|
|
</section>
|
|
</li>
|
|
</ul>
|
|
</section>
|
|
<section class="details">
|
|
<ul class="details-list">
|
|
<!-- ============ FIELD DETAIL =========== -->
|
|
<li>
|
|
<section class="field-details" id="field-detail">
|
|
<h2>Field Details</h2>
|
|
<ul class="member-list">
|
|
<li>
|
|
<section class="detail" id="IDENTITY">
|
|
<h3>IDENTITY</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">IDENTITY</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.IDENTITY">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="SIGMOID_SYM">
|
|
<h3>SIGMOID_SYM</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">SIGMOID_SYM</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.SIGMOID_SYM">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="GAUSSIAN">
|
|
<h3>GAUSSIAN</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">GAUSSIAN</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.GAUSSIAN">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="RELU">
|
|
<h3>RELU</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">RELU</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.RELU">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="LEAKYRELU">
|
|
<h3>LEAKYRELU</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">LEAKYRELU</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.LEAKYRELU">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="UPDATE_WEIGHTS">
|
|
<h3>UPDATE_WEIGHTS</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">UPDATE_WEIGHTS</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.UPDATE_WEIGHTS">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="NO_INPUT_SCALE">
|
|
<h3>NO_INPUT_SCALE</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">NO_INPUT_SCALE</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.NO_INPUT_SCALE">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="NO_OUTPUT_SCALE">
|
|
<h3>NO_OUTPUT_SCALE</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">NO_OUTPUT_SCALE</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.NO_OUTPUT_SCALE">Constant Field Values</a></li>
|
|
</ul>
|
|
</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="BACKPROP">
|
|
<h3>BACKPROP</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">BACKPROP</span></div>
|
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<dl class="notes">
|
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<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.BACKPROP">Constant Field Values</a></li>
|
|
</ul>
|
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</dd>
|
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</dl>
|
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</section>
|
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</li>
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<li>
|
|
<section class="detail" id="RPROP">
|
|
<h3>RPROP</h3>
|
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<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">RPROP</span></div>
|
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<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.RPROP">Constant Field Values</a></li>
|
|
</ul>
|
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</dd>
|
|
</dl>
|
|
</section>
|
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</li>
|
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<li>
|
|
<section class="detail" id="ANNEAL">
|
|
<h3>ANNEAL</h3>
|
|
<div class="member-signature"><span class="modifiers">public static final</span> <span class="return-type">int</span> <span class="element-name">ANNEAL</span></div>
|
|
<dl class="notes">
|
|
<dt>See Also:</dt>
|
|
<dd>
|
|
<ul class="see-list">
|
|
<li><a href="../../../constant-values.html#org.opencv.ml.ANN_MLP.ANNEAL">Constant Field Values</a></li>
|
|
</ul>
|
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</dd>
|
|
</dl>
|
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</section>
|
|
</li>
|
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</ul>
|
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</section>
|
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</li>
|
|
<!-- ============ METHOD DETAIL ========== -->
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<li>
|
|
<section class="method-details" id="method-detail">
|
|
<h2>Method Details</h2>
|
|
<ul class="member-list">
|
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<li>
|
|
<section class="detail" id="__fromPtr__(long)">
|
|
<h3>__fromPtr__</h3>
|
|
<div class="member-signature"><span class="modifiers">public static</span> <span class="return-type"><a href="ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></span> <span class="element-name">__fromPtr__</span><wbr><span class="parameters">(long addr)</span></div>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setTrainMethod(int,double,double)">
|
|
<h3>setTrainMethod</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setTrainMethod</span><wbr><span class="parameters">(int method,
|
|
double param1,
|
|
double param2)</span></div>
|
|
<div class="block">Sets training method and common parameters.</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</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>
|
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</dl>
|
|
</section>
|
|
</li>
|
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<li>
|
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<section class="detail" id="setTrainMethod(int,double)">
|
|
<h3>setTrainMethod</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setTrainMethod</span><wbr><span class="parameters">(int method,
|
|
double param1)</span></div>
|
|
<div class="block">Sets training method and common parameters.</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</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>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setTrainMethod(int)">
|
|
<h3>setTrainMethod</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setTrainMethod</span><wbr><span class="parameters">(int method)</span></div>
|
|
<div class="block">Sets training method and common parameters.</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>method</code> - Default value is ANN_MLP::RPROP. See ANN_MLP::TrainingMethods.</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getTrainMethod()">
|
|
<h3>getTrainMethod</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">int</span> <span class="element-name">getTrainMethod</span>()</div>
|
|
<div class="block">Returns current training method</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setActivationFunction(int,double,double)">
|
|
<h3>setActivationFunction</h3>
|
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<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setActivationFunction</span><wbr><span class="parameters">(int type,
|
|
double param1,
|
|
double param2)</span></div>
|
|
<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 class="notes">
|
|
<dt>Parameters:</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>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setActivationFunction(int,double)">
|
|
<h3>setActivationFunction</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setActivationFunction</span><wbr><span class="parameters">(int type,
|
|
double param1)</span></div>
|
|
<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 class="notes">
|
|
<dt>Parameters:</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>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setActivationFunction(int)">
|
|
<h3>setActivationFunction</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setActivationFunction</span><wbr><span class="parameters">(int type)</span></div>
|
|
<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 class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>type</code> - The type of activation function. See ANN_MLP::ActivationFunctions.</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setLayerSizes(org.opencv.core.Mat)">
|
|
<h3>setLayerSizes</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setLayerSizes</span><wbr><span class="parameters">(<a href="../core/Mat.html" title="class in org.opencv.core">Mat</a> _layer_sizes)</span></div>
|
|
<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 class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>_layer_sizes</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getLayerSizes()">
|
|
<h3>getLayerSizes</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type"><a href="../core/Mat.html" title="class in org.opencv.core">Mat</a></span> <span class="element-name">getLayerSizes</span>()</div>
|
|
<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.
|
|
SEE: setLayerSizes</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getTermCriteria()">
|
|
<h3>getTermCriteria</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type"><a href="../core/TermCriteria.html" title="class in org.opencv.core">TermCriteria</a></span> <span class="element-name">getTermCriteria</span>()</div>
|
|
<div class="block">SEE: setTermCriteria</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setTermCriteria(org.opencv.core.TermCriteria)">
|
|
<h3>setTermCriteria</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setTermCriteria</span><wbr><span class="parameters">(<a href="../core/TermCriteria.html" title="class in org.opencv.core">TermCriteria</a> val)</span></div>
|
|
<div class="block">getTermCriteria SEE: getTermCriteria</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getBackpropWeightScale()">
|
|
<h3>getBackpropWeightScale</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getBackpropWeightScale</span>()</div>
|
|
<div class="block">SEE: setBackpropWeightScale</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setBackpropWeightScale(double)">
|
|
<h3>setBackpropWeightScale</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setBackpropWeightScale</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getBackpropWeightScale SEE: getBackpropWeightScale</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getBackpropMomentumScale()">
|
|
<h3>getBackpropMomentumScale</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getBackpropMomentumScale</span>()</div>
|
|
<div class="block">SEE: setBackpropMomentumScale</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setBackpropMomentumScale(double)">
|
|
<h3>setBackpropMomentumScale</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setBackpropMomentumScale</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getBackpropMomentumScale SEE: getBackpropMomentumScale</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getRpropDW0()">
|
|
<h3>getRpropDW0</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getRpropDW0</span>()</div>
|
|
<div class="block">SEE: setRpropDW0</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setRpropDW0(double)">
|
|
<h3>setRpropDW0</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setRpropDW0</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getRpropDW0 SEE: getRpropDW0</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getRpropDWPlus()">
|
|
<h3>getRpropDWPlus</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getRpropDWPlus</span>()</div>
|
|
<div class="block">SEE: setRpropDWPlus</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setRpropDWPlus(double)">
|
|
<h3>setRpropDWPlus</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setRpropDWPlus</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getRpropDWPlus SEE: getRpropDWPlus</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getRpropDWMinus()">
|
|
<h3>getRpropDWMinus</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getRpropDWMinus</span>()</div>
|
|
<div class="block">SEE: setRpropDWMinus</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setRpropDWMinus(double)">
|
|
<h3>setRpropDWMinus</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setRpropDWMinus</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getRpropDWMinus SEE: getRpropDWMinus</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getRpropDWMin()">
|
|
<h3>getRpropDWMin</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getRpropDWMin</span>()</div>
|
|
<div class="block">SEE: setRpropDWMin</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setRpropDWMin(double)">
|
|
<h3>setRpropDWMin</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setRpropDWMin</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getRpropDWMin SEE: getRpropDWMin</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getRpropDWMax()">
|
|
<h3>getRpropDWMax</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getRpropDWMax</span>()</div>
|
|
<div class="block">SEE: setRpropDWMax</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setRpropDWMax(double)">
|
|
<h3>setRpropDWMax</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setRpropDWMax</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getRpropDWMax SEE: getRpropDWMax</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getAnnealInitialT()">
|
|
<h3>getAnnealInitialT</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getAnnealInitialT</span>()</div>
|
|
<div class="block">SEE: setAnnealInitialT</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setAnnealInitialT(double)">
|
|
<h3>setAnnealInitialT</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setAnnealInitialT</span><wbr><span class="parameters">(double val)</span></div>
|
|
<div class="block">getAnnealInitialT SEE: getAnnealInitialT</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getAnnealFinalT()">
|
|
<h3>getAnnealFinalT</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getAnnealFinalT</span>()</div>
|
|
<div class="block">SEE: setAnnealFinalT</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
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</section>
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</li>
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<li>
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<section class="detail" id="setAnnealFinalT(double)">
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<h3>setAnnealFinalT</h3>
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<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setAnnealFinalT</span><wbr><span class="parameters">(double val)</span></div>
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<div class="block">getAnnealFinalT SEE: getAnnealFinalT</div>
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<dl class="notes">
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<dt>Parameters:</dt>
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<dd><code>val</code> - automatically generated</dd>
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</dl>
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</section>
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</li>
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<li>
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<section class="detail" id="getAnnealCoolingRatio()">
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<h3>getAnnealCoolingRatio</h3>
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<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">getAnnealCoolingRatio</span>()</div>
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<div class="block">SEE: setAnnealCoolingRatio</div>
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<dl class="notes">
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<dt>Returns:</dt>
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<dd>automatically generated</dd>
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</dl>
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</section>
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</li>
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<li>
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<section class="detail" id="setAnnealCoolingRatio(double)">
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<h3>setAnnealCoolingRatio</h3>
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<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setAnnealCoolingRatio</span><wbr><span class="parameters">(double val)</span></div>
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<div class="block">getAnnealCoolingRatio SEE: getAnnealCoolingRatio</div>
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<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
|
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</dl>
|
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</section>
|
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</li>
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<li>
|
|
<section class="detail" id="getAnnealItePerStep()">
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|
<h3>getAnnealItePerStep</h3>
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<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">int</span> <span class="element-name">getAnnealItePerStep</span>()</div>
|
|
<div class="block">SEE: setAnnealItePerStep</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="setAnnealItePerStep(int)">
|
|
<h3>setAnnealItePerStep</h3>
|
|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">setAnnealItePerStep</span><wbr><span class="parameters">(int val)</span></div>
|
|
<div class="block">getAnnealItePerStep SEE: getAnnealItePerStep</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>val</code> - automatically generated</dd>
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|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="getWeights(int)">
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|
<h3>getWeights</h3>
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|
<div class="member-signature"><span class="modifiers">public</span> <span class="return-type"><a href="../core/Mat.html" title="class in org.opencv.core">Mat</a></span> <span class="element-name">getWeights</span><wbr><span class="parameters">(int layerIdx)</span></div>
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</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="create()">
|
|
<h3>create</h3>
|
|
<div class="member-signature"><span class="modifiers">public static</span> <span class="return-type"><a href="ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></span> <span class="element-name">create</span>()</div>
|
|
<div class="block">Creates empty model
|
|
|
|
Use StatModel::train to train the model, Algorithm::load<ANN_MLP>(filename) to load the pre-trained model.
|
|
Note that the train method has optional flags: ANN_MLP::TrainFlags.</div>
|
|
<dl class="notes">
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
<li>
|
|
<section class="detail" id="load(java.lang.String)">
|
|
<h3>load</h3>
|
|
<div class="member-signature"><span class="modifiers">public static</span> <span class="return-type"><a href="ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></span> <span class="element-name">load</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a> filepath)</span></div>
|
|
<div class="block">Loads and creates a serialized ANN from a file
|
|
|
|
Use ANN::save to serialize and store an ANN to disk.
|
|
Load the ANN from this file again, by calling this function with the path to the file.</div>
|
|
<dl class="notes">
|
|
<dt>Parameters:</dt>
|
|
<dd><code>filepath</code> - path to serialized ANN</dd>
|
|
<dt>Returns:</dt>
|
|
<dd>automatically generated</dd>
|
|
</dl>
|
|
</section>
|
|
</li>
|
|
</ul>
|
|
</section>
|
|
</li>
|
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</ul>
|
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</section>
|
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<!-- ========= END OF CLASS DATA ========= -->
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<p class="legal-copy"><small>Generated on 2025-07-02 13:16:04 / OpenCV 4.12.0</small></p>
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