ANN_MLP.html 27 KB

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  1. <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
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  94. <div class="subTitle">org.opencv.ml</div>
  95. <h2 title="Class ANN_MLP" class="title">Class ANN_MLP</h2>
  96. </div>
  97. <div class="contentContainer">
  98. <ul class="inheritance">
  99. <li>java.lang.Object</li>
  100. <li>
  101. <ul class="inheritance">
  102. <li><a href="../../../org/opencv/core/Algorithm.html" title="class in org.opencv.core">org.opencv.core.Algorithm</a></li>
  103. <li>
  104. <ul class="inheritance">
  105. <li><a href="../../../org/opencv/ml/StatModel.html" title="class in org.opencv.ml">org.opencv.ml.StatModel</a></li>
  106. <li>
  107. <ul class="inheritance">
  108. <li>org.opencv.ml.ANN_MLP</li>
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  121. <pre>public class <span class="typeNameLabel">ANN_MLP</span>
  122. extends <a href="../../../org/opencv/ml/StatModel.html" title="class in org.opencv.ml">StatModel</a></pre>
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  134. <h3>Field Summary</h3>
  135. <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation">
  136. <caption><span>Fields</span><span class="tabEnd">&nbsp;</span></caption>
  137. <tr>
  138. <th class="colFirst" scope="col">Modifier and Type</th>
  139. <th class="colLast" scope="col">Field and Description</th>
  140. </tr>
  141. <tr class="altColor">
  142. <td class="colFirst"><code>static int</code></td>
  143. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#BACKPROP">BACKPROP</a></span></code>&nbsp;</td>
  144. </tr>
  145. <tr class="rowColor">
  146. <td class="colFirst"><code>static int</code></td>
  147. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#GAUSSIAN">GAUSSIAN</a></span></code>&nbsp;</td>
  148. </tr>
  149. <tr class="altColor">
  150. <td class="colFirst"><code>static int</code></td>
  151. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#IDENTITY">IDENTITY</a></span></code>&nbsp;</td>
  152. </tr>
  153. <tr class="rowColor">
  154. <td class="colFirst"><code>static int</code></td>
  155. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#NO_INPUT_SCALE">NO_INPUT_SCALE</a></span></code>&nbsp;</td>
  156. </tr>
  157. <tr class="altColor">
  158. <td class="colFirst"><code>static int</code></td>
  159. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#NO_OUTPUT_SCALE">NO_OUTPUT_SCALE</a></span></code>&nbsp;</td>
  160. </tr>
  161. <tr class="rowColor">
  162. <td class="colFirst"><code>static int</code></td>
  163. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#RPROP">RPROP</a></span></code>&nbsp;</td>
  164. </tr>
  165. <tr class="altColor">
  166. <td class="colFirst"><code>static int</code></td>
  167. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#SIGMOID_SYM">SIGMOID_SYM</a></span></code>&nbsp;</td>
  168. </tr>
  169. <tr class="rowColor">
  170. <td class="colFirst"><code>static int</code></td>
  171. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#UPDATE_WEIGHTS">UPDATE_WEIGHTS</a></span></code>&nbsp;</td>
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  178. <h3>Fields inherited from class&nbsp;org.opencv.ml.<a href="../../../org/opencv/ml/StatModel.html" title="class in org.opencv.ml">StatModel</a></h3>
  179. <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>
  180. </ul>
  181. </li>
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  183. <!-- ========== METHOD SUMMARY =========== -->
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  188. <h3>Method Summary</h3>
  189. <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
  190. <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd">&nbsp;</span></span><span id="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd">&nbsp;</span></span></caption>
  191. <tr>
  192. <th class="colFirst" scope="col">Modifier and Type</th>
  193. <th class="colLast" scope="col">Method and Description</th>
  194. </tr>
  195. <tr id="i0" class="altColor">
  196. <td class="colFirst"><code>static <a href="../../../org/opencv/ml/ANN_MLP.html" title="class in org.opencv.ml">ANN_MLP</a></code></td>
  197. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#create--">create</a></span>()</code>&nbsp;</td>
  198. </tr>
  199. <tr id="i1" class="rowColor">
  200. <td class="colFirst"><code>double</code></td>
  201. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getBackpropMomentumScale--">getBackpropMomentumScale</a></span>()</code>&nbsp;</td>
  202. </tr>
  203. <tr id="i2" class="altColor">
  204. <td class="colFirst"><code>double</code></td>
  205. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getBackpropWeightScale--">getBackpropWeightScale</a></span>()</code>&nbsp;</td>
  206. </tr>
  207. <tr id="i3" class="rowColor">
  208. <td class="colFirst"><code><a href="../../../org/opencv/core/Mat.html" title="class in org.opencv.core">Mat</a></code></td>
  209. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getLayerSizes--">getLayerSizes</a></span>()</code>&nbsp;</td>
  210. </tr>
  211. <tr id="i4" class="altColor">
  212. <td class="colFirst"><code>double</code></td>
  213. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDW0--">getRpropDW0</a></span>()</code>&nbsp;</td>
  214. </tr>
  215. <tr id="i5" class="rowColor">
  216. <td class="colFirst"><code>double</code></td>
  217. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWMax--">getRpropDWMax</a></span>()</code>&nbsp;</td>
  218. </tr>
  219. <tr id="i6" class="altColor">
  220. <td class="colFirst"><code>double</code></td>
  221. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWMin--">getRpropDWMin</a></span>()</code>&nbsp;</td>
  222. </tr>
  223. <tr id="i7" class="rowColor">
  224. <td class="colFirst"><code>double</code></td>
  225. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWMinus--">getRpropDWMinus</a></span>()</code>&nbsp;</td>
  226. </tr>
  227. <tr id="i8" class="altColor">
  228. <td class="colFirst"><code>double</code></td>
  229. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getRpropDWPlus--">getRpropDWPlus</a></span>()</code>&nbsp;</td>
  230. </tr>
  231. <tr id="i9" class="rowColor">
  232. <td class="colFirst"><code><a href="../../../org/opencv/core/TermCriteria.html" title="class in org.opencv.core">TermCriteria</a></code></td>
  233. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getTermCriteria--">getTermCriteria</a></span>()</code>&nbsp;</td>
  234. </tr>
  235. <tr id="i10" class="altColor">
  236. <td class="colFirst"><code>int</code></td>
  237. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getTrainMethod--">getTrainMethod</a></span>()</code>&nbsp;</td>
  238. </tr>
  239. <tr id="i11" class="rowColor">
  240. <td class="colFirst"><code><a href="../../../org/opencv/core/Mat.html" title="class in org.opencv.core">Mat</a></code></td>
  241. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#getWeights-int-">getWeights</a></span>(int&nbsp;layerIdx)</code>&nbsp;</td>
  242. </tr>
  243. <tr id="i12" class="altColor">
  244. <td class="colFirst"><code>void</code></td>
  245. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setActivationFunction-int-">setActivationFunction</a></span>(int&nbsp;type)</code>&nbsp;</td>
  246. </tr>
  247. <tr id="i13" class="rowColor">
  248. <td class="colFirst"><code>void</code></td>
  249. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setActivationFunction-int-double-double-">setActivationFunction</a></span>(int&nbsp;type,
  250. double&nbsp;param1,
  251. double&nbsp;param2)</code>&nbsp;</td>
  252. </tr>
  253. <tr id="i14" class="altColor">
  254. <td class="colFirst"><code>void</code></td>
  255. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setBackpropMomentumScale-double-">setBackpropMomentumScale</a></span>(double&nbsp;val)</code>&nbsp;</td>
  256. </tr>
  257. <tr id="i15" class="rowColor">
  258. <td class="colFirst"><code>void</code></td>
  259. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setBackpropWeightScale-double-">setBackpropWeightScale</a></span>(double&nbsp;val)</code>&nbsp;</td>
  260. </tr>
  261. <tr id="i16" class="altColor">
  262. <td class="colFirst"><code>void</code></td>
  263. <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>&nbsp;_layer_sizes)</code>&nbsp;</td>
  264. </tr>
  265. <tr id="i17" class="rowColor">
  266. <td class="colFirst"><code>void</code></td>
  267. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDW0-double-">setRpropDW0</a></span>(double&nbsp;val)</code>&nbsp;</td>
  268. </tr>
  269. <tr id="i18" class="altColor">
  270. <td class="colFirst"><code>void</code></td>
  271. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWMax-double-">setRpropDWMax</a></span>(double&nbsp;val)</code>&nbsp;</td>
  272. </tr>
  273. <tr id="i19" class="rowColor">
  274. <td class="colFirst"><code>void</code></td>
  275. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWMin-double-">setRpropDWMin</a></span>(double&nbsp;val)</code>&nbsp;</td>
  276. </tr>
  277. <tr id="i20" class="altColor">
  278. <td class="colFirst"><code>void</code></td>
  279. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWMinus-double-">setRpropDWMinus</a></span>(double&nbsp;val)</code>&nbsp;</td>
  280. </tr>
  281. <tr id="i21" class="rowColor">
  282. <td class="colFirst"><code>void</code></td>
  283. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setRpropDWPlus-double-">setRpropDWPlus</a></span>(double&nbsp;val)</code>&nbsp;</td>
  284. </tr>
  285. <tr id="i22" class="altColor">
  286. <td class="colFirst"><code>void</code></td>
  287. <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>&nbsp;val)</code>&nbsp;</td>
  288. </tr>
  289. <tr id="i23" class="rowColor">
  290. <td class="colFirst"><code>void</code></td>
  291. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setTrainMethod-int-">setTrainMethod</a></span>(int&nbsp;method)</code>&nbsp;</td>
  292. </tr>
  293. <tr id="i24" class="altColor">
  294. <td class="colFirst"><code>void</code></td>
  295. <td class="colLast"><code><span class="memberNameLink"><a href="../../../org/opencv/ml/ANN_MLP.html#setTrainMethod-int-double-double-">setTrainMethod</a></span>(int&nbsp;method,
  296. double&nbsp;param1,
  297. double&nbsp;param2)</code>&nbsp;</td>
  298. </tr>
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  300. <ul class="blockList">
  301. <li class="blockList"><a name="methods.inherited.from.class.org.opencv.ml.StatModel">
  302. <!-- -->
  303. </a>
  304. <h3>Methods inherited from class&nbsp;org.opencv.ml.<a href="../../../org/opencv/ml/StatModel.html" title="class in org.opencv.ml">StatModel</a></h3>
  305. <code><a href="../../../org/opencv/ml/StatModel.html#empty--">empty</a>, <a href="../../../org/opencv/ml/StatModel.html#getVarCount--">getVarCount</a>, <a href="../../../org/opencv/ml/StatModel.html#isClassifier--">isClassifier</a>, <a href="../../../org/opencv/ml/StatModel.html#isTrained--">isTrained</a>, <a href="../../../org/opencv/ml/StatModel.html#predict-org.opencv.core.Mat-">predict</a>, <a href="../../../org/opencv/ml/StatModel.html#predict-org.opencv.core.Mat-org.opencv.core.Mat-int-">predict</a>, <a href="../../../org/opencv/ml/StatModel.html#train-org.opencv.core.Mat-int-org.opencv.core.Mat-">train</a></code></li>
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  308. <li class="blockList"><a name="methods.inherited.from.class.org.opencv.core.Algorithm">
  309. <!-- -->
  310. </a>
  311. <h3>Methods inherited from class&nbsp;org.opencv.core.<a href="../../../org/opencv/core/Algorithm.html" title="class in org.opencv.core">Algorithm</a></h3>
  312. <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#save-java.lang.String-">save</a></code></li>
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