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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>TinyYolov2 | @vladmandic/face-api - v1.6.1</title><meta name="description" content="Documentation for @vladmandic/face-api - v1.6.1"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/face-api - v1.6.1</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/face-api - v1.6.1</a></li><li><a href="TinyYolov2.html">TinyYolov2</a></li></ul><h1>Class TinyYolov2</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="tsd-signature-type">TinyYolov2Base</span><ul class="tsd-hierarchy"><li><span class="target">TinyYolov2</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Constructors</h3><ul class="tsd-index-list"><li class="tsd-kind-constructor tsd-parent-kind-class tsd-is-overwrite"><a href="TinyYolov2.html#constructor" class="tsd-kind-icon">constructor</a></li></ul></section><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#_name" class="tsd-kind-icon">_name</a></li><li class="tsd-kind-property tsd-parent-kind-class tsd-is-inherited tsd-is-static"><a href="TinyYolov2.html#DEFAULT_FILTER_SIZES" class="tsd-kind-icon">DEFAULT_<wbr/>FILTER_<wbr/>SIZES</a></li></ul></section><section class="tsd-index-section "><h3>Accessors</h3><ul class="tsd-index-list"><li class="tsd-kind-get-signature tsd-parent-kind-class"><a href="TinyYolov2.html#anchors" class="tsd-kind-icon">anchors</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#boxEncodingSize" class="tsd-kind-icon">box<wbr/>Encoding<wbr/>Size</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#config" class="tsd-kind-icon">config</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#isLoaded" class="tsd-kind-icon">is<wbr/>Loaded</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#paramMappings" class="tsd-kind-icon">param<wbr/>Mappings</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#params" class="tsd-kind-icon">params</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#withClassScores" class="tsd-kind-icon">with<wbr/>Class<wbr/>Scores</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class"><a href="TinyYolov2.html#withSeparableConvs" class="tsd-kind-icon">with<wbr/>Separable<wbr/>Convs</a></li></ul></section><section class="tsd-index-section "><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#detect" class="tsd-kind-icon">detect</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#dispose" class="tsd-kind-icon">dispose</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#extractWeights" class="tsd-kind-icon">extract<wbr/>Weights</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#forward" class="tsd-kind-icon">forward</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#forwardInput" class="tsd-kind-icon">forward<wbr/>Input</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#freeze" class="tsd-kind-icon">freeze</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getFrozenParams" class="tsd-kind-icon">get<wbr/>Frozen<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getParamFromPath" class="tsd-kind-icon">get<wbr/>Param<wbr/>From<wbr/>Path</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getParamList" class="tsd-kind-icon">get<wbr/>Param<wbr/>List</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getTrainableParams" class="tsd-kind-icon">get<wbr/>Trainable<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#loadFromDisk" class="tsd-kind-icon">load<wbr/>From<wbr/>Disk</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#loadFromUri" class="tsd-kind-icon">load<wbr/>From<wbr/>Uri</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#loadFromWeightMap" class="tsd-kind-icon">load<wbr/>From<wbr/>Weight<wbr/>Map</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="TinyYolov2.html#locateFaces" class="tsd-kind-icon">locate<wbr/>Faces</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#reassignParamFromPath" class="tsd-kind-icon">reassign<wbr/>Param<wbr/>From<wbr/>Path</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#runMobilenet" class="tsd-kind-icon">run<wbr/>Mobilenet</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#runTinyYolov2" class="tsd-kind-icon">run<wbr/>Tiny<wbr/>Yolov2</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#serializeParams" class="tsd-kind-icon">serialize<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#variable" class="tsd-kind-icon">variable</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Constructors</h2><section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class tsd-is-overwrite"><a id="constructor" class="tsd-anchor"></a><h3>constructor</h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class tsd-is-overwrite"><li class="tsd-signature tsd-kind-icon">new <wbr/>Tiny<wbr/>Yolov2<span class="tsd-signature-symbol">(</span>withSeparableConvs<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="TinyYolov2.html" class="tsd-signature-type" data-tsd-kind="Class">TinyYolov2</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Overrides TinyYolov2Base.constructor</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2.ts#L19">tinyYolov2/TinyYolov2.ts:19</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>withSeparableConvs: <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = true</span></h5></li></ul><h4 class="tsd-returns-title">Returns <a href="TinyYolov2.html" class="tsd-signature-type" data-tsd-kind="Class">TinyYolov2</a></h4></li></ul></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class tsd-is-inherited"><a id="_name" class="tsd-anchor"></a><h3>_name</h3><div class="tsd-signature tsd-kind-icon">_name<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">any</span></div><aside class="tsd-sources"><p>Inherited from TinyYolov2Base._name</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L17">NeuralNetwork.ts:17</a></li></ul></aside></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class tsd-is-inherited tsd-is-static"><a id="DEFAULT_FILTER_SIZES" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagStatic">Static</span> DEFAULT_<wbr/>FILTER_<wbr/>SIZES</h3><div class="tsd-signature tsd-kind-icon">DEFAULT_<wbr/>FILTER_<wbr/>SIZES<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> = ...</span></div><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.DEFAULT_FILTER_SIZES</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L25">tinyYolov2/TinyYolov2Base.ts:25</a></li></ul></aside></section></section><section class="tsd-panel-group tsd-member-group "><h2>Accessors</h2><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class"><a id="anchors" class="tsd-anchor"></a><h3>anchors</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> anchors<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="Point.html" class="tsd-signature-type" data-tsd-kind="Class">Point</a><span class="tsd-signature-symbol">[]</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2.ts#L42">tinyYolov2/TinyYolov2.ts:42</a></li></ul></aside><h4 class="tsd-returns-title">Returns <a href="Point.html" class="tsd-signature-type" data-tsd-kind="Class">Point</a><span class="tsd-signature-symbol">[]</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a id="boxEncodingSize" class="tsd-anchor"></a><h3>box<wbr/>Encoding<wbr/>Size</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> boxEncodingSize<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.boxEncodingSize</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L43">tinyYolov2/TinyYolov2Base.ts:43</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a id="config" class="tsd-anchor"></a><h3>config</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> config<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../index.html#TinyYolov2Config" class="tsd-signature-type" data-tsd-kind="Type alias">TinyYolov2Config</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.config</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L35">tinyYolov2/TinyYolov2Base.ts:35</a></li></ul></aside><h4 class="tsd-returns-title">Returns <a href="../index.html#TinyYolov2Config" class="tsd-signature-type" data-tsd-kind="Type alias">TinyYolov2Config</a></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a id="isLoaded" class="tsd-anchor"></a><h3>is<wbr/>Loaded</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> isLoaded<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.isLoaded</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L23">NeuralNetwork.ts:23</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a id="paramMappings" class="tsd-anchor"></a><h3>param<wbr/>Mappings</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> paramMappings<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ParamMapping</span><span class="tsd-signature-symbol">[]</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.paramMappings</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L21">NeuralNetwork.ts:21</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">ParamMapping</span><span class="tsd-signature-symbol">[]</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a id="params" class="tsd-anchor"></a><h3>params</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> params<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type" data-tsd-kind="Type parameter">TNetParams</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.params</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L19">NeuralNetwork.ts:19</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type" data-tsd-kind="Type parameter">TNetParams</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a id="withClassScores" class="tsd-anchor"></a><h3>with<wbr/>Class<wbr/>Scores</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> withClassScores<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.withClassScores</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L39">tinyYolov2/TinyYolov2Base.ts:39</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class"><a id="withSeparableConvs" class="tsd-anchor"></a><h3>with<wbr/>Separable<wbr/>Convs</h3><ul class="tsd-signatures tsd-kind-get-signature tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">get</span> withSeparableConvs<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2.ts#L38">tinyYolov2/TinyYolov2.ts:38</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4></li></ul></section></section><section class="tsd-panel-group tsd-member-group "><h2>Methods</h2><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="detect" class="tsd-anchor"></a><h3>detect</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">detect<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span>, forwardParams<span class="tsd-signature-symbol">?: </span><a href="../interfaces/ITinyYolov2Options.html" class="tsd-signature-type" data-tsd-kind="Interface">ITinyYolov2Options</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="ObjectDetection.html" class="tsd-signature-type" data-tsd-kind="Class">ObjectDetection</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.detect</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L108">tinyYolov2/TinyYolov2Base.ts:108</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <span class="tsd-signature-type">any</span></h5></li><li><h5>forwardParams: <a href="../interfaces/ITinyYolov2Options.html" class="tsd-signature-type" data-tsd-kind="Interface">ITinyYolov2Options</a><span class="tsd-signature-symbol"> = {}</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="ObjectDetection.html" class="tsd-signature-type" data-tsd-kind="Class">ObjectDetection</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="dispose" class="tsd-anchor"></a><h3>dispose</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">dispose<span class="tsd-signature-symbol">(</span>throwOnRedispose<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.dispose</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L65">NeuralNetwork.ts:65</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>throwOnRedispose: <span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> = true</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="extractWeights" class="tsd-anchor"></a><h3>extract<wbr/>Weights</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">extract<wbr/>Weights<span class="tsd-signature-symbol">(</span>weights<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Float32Array</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.extractWeights</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L118">NeuralNetwork.ts:118</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>weights: <span class="tsd-signature-type">Float32Array</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="forward" class="tsd-anchor"></a><h3>forward</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">forward<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span>, inputSize<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.forward</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L104">tinyYolov2/TinyYolov2Base.ts:104</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <span class="tsd-signature-type">any</span></h5></li><li><h5>inputSize: <span class="tsd-signature-type">number</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Tensor4D</span><span class="tsd-signature-symbol">></span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="forwardInput" class="tsd-anchor"></a><h3>forward<wbr/>Input</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">forward<wbr/>Input<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="NetInput.html" class="tsd-signature-type" data-tsd-kind="Class">NetInput</a>, inputSize<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.forwardInput</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L85">tinyYolov2/TinyYolov2Base.ts:85</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="NetInput.html" class="tsd-signature-type" data-tsd-kind="Class">NetInput</a></h5></li><li><h5>inputSize: <span class="tsd-signature-type">number</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor4D</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="freeze" class="tsd-anchor"></a><h3>freeze</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">freeze<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.freeze</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L57">NeuralNetwork.ts:57</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="getFrozenParams" class="tsd-anchor"></a><h3>get<wbr/>Frozen<wbr/>Params</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">get<wbr/>Frozen<wbr/>Params<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>path<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.getFrozenParams</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L47">NeuralNetwork.ts:47</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>path<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="getParamFromPath" class="tsd-anchor"></a><h3>get<wbr/>Param<wbr/>From<wbr/>Path</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">get<wbr/>Param<wbr/>From<wbr/>Path<span class="tsd-signature-symbol">(</span>paramPath<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.getParamFromPath</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L25">NeuralNetwork.ts:25</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>paramPath: <span class="tsd-signature-type">string</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="getParamList" class="tsd-anchor"></a><h3>get<wbr/>Param<wbr/>List</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">get<wbr/>Param<wbr/>List<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>path<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.getParamList</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L36">NeuralNetwork.ts:36</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>path<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="getTrainableParams" class="tsd-anchor"></a><h3>get<wbr/>Trainable<wbr/>Params</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">get<wbr/>Trainable<wbr/>Params<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>path<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.getTrainableParams</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L43">NeuralNetwork.ts:43</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>path<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">[]</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="load" class="tsd-anchor"></a><h3>load</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">load<span class="tsd-signature-symbol">(</span>weightsOrUrl<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Float32Array</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.load</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L83">NeuralNetwork.ts:83</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>weightsOrUrl: <span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Float32Array</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="loadFromDisk" class="tsd-anchor"></a><h3>load<wbr/>From<wbr/>Disk</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">load<wbr/>From<wbr/>Disk<span class="tsd-signature-symbol">(</span>filePath<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.loadFromDisk</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L99">NeuralNetwork.ts:99</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>filePath: <span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="loadFromUri" class="tsd-anchor"></a><h3>load<wbr/>From<wbr/>Uri</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">load<wbr/>From<wbr/>Uri<span class="tsd-signature-symbol">(</span>uri<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.loadFromUri</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L91">NeuralNetwork.ts:91</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>uri: <span class="tsd-signature-type">undefined</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="loadFromWeightMap" class="tsd-anchor"></a><h3>load<wbr/>From<wbr/>Weight<wbr/>Map</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">load<wbr/>From<wbr/>Weight<wbr/>Map<span class="tsd-signature-symbol">(</span>weightMap<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">NamedTensorMap</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.loadFromWeightMap</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L112">NeuralNetwork.ts:112</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>weightMap: <span class="tsd-signature-type">NamedTensorMap</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a id="locateFaces" class="tsd-anchor"></a><h3>locate<wbr/>Faces</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">locate<wbr/>Faces<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span>, forwardParams<span class="tsd-signature-symbol">: </span><a href="../interfaces/ITinyYolov2Options.html" class="tsd-signature-type" data-tsd-kind="Interface">ITinyYolov2Options</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="FaceDetection.html" class="tsd-signature-type" data-tsd-kind="Class">FaceDetection</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2.ts#L46">tinyYolov2/TinyYolov2.ts:46</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <span class="tsd-signature-type">any</span></h5></li><li><h5>forwardParams: <a href="../interfaces/ITinyYolov2Options.html" class="tsd-signature-type" data-tsd-kind="Interface">ITinyYolov2Options</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="FaceDetection.html" class="tsd-signature-type" data-tsd-kind="Class">FaceDetection</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">></span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="reassignParamFromPath" class="tsd-anchor"></a><h3>reassign<wbr/>Param<wbr/>From<wbr/>Path</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">reassign<wbr/>Param<wbr/>From<wbr/>Path<span class="tsd-signature-symbol">(</span>paramPath<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span>, tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.reassignParamFromPath</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L30">NeuralNetwork.ts:30</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>paramPath: <span class="tsd-signature-type">string</span></h5></li><li><h5>tensor: <span class="tsd-signature-type">Tensor</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="runMobilenet" class="tsd-anchor"></a><h3>run<wbr/>Mobilenet</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">run<wbr/>Mobilenet<span class="tsd-signature-symbol">(</span>x<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span>, params<span class="tsd-signature-symbol">: </span><a href="../index.html#MobilenetParams" class="tsd-signature-type" data-tsd-kind="Type alias">MobilenetParams</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.runMobilenet</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L65">tinyYolov2/TinyYolov2Base.ts:65</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>x: <span class="tsd-signature-type">Tensor4D</span></h5></li><li><h5>params: <a href="../index.html#MobilenetParams" class="tsd-signature-type" data-tsd-kind="Type alias">MobilenetParams</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor4D</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="runTinyYolov2" class="tsd-anchor"></a><h3>run<wbr/>Tiny<wbr/>Yolov2</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">run<wbr/>Tiny<wbr/>Yolov2<span class="tsd-signature-symbol">(</span>x<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span>, params<span class="tsd-signature-symbol">: </span><a href="../index.html#DefaultTinyYolov2NetParams" class="tsd-signature-type" data-tsd-kind="Type alias">DefaultTinyYolov2NetParams</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor4D</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.runTinyYolov2</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/tinyYolov2/TinyYolov2Base.ts#L47">tinyYolov2/TinyYolov2Base.ts:47</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>x: <span class="tsd-signature-type">Tensor4D</span></h5></li><li><h5>params: <a href="../index.html#DefaultTinyYolov2NetParams" class="tsd-signature-type" data-tsd-kind="Type alias">DefaultTinyYolov2NetParams</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor4D</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="serializeParams" class="tsd-anchor"></a><h3>serialize<wbr/>Params</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">serialize<wbr/>Params<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Float32Array</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.serializeParams</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L75">NeuralNetwork.ts:75</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Float32Array</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="variable" class="tsd-anchor"></a><h3>variable</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">variable<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from TinyYolov2Base.variable</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/NeuralNetwork.ts#L51">NeuralNetwork.ts:51</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/draw.html">draw</a></li><li class=" tsd-kind-namespace"><a href="../modules/utils.html">utils</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-class"><a href="TinyYolov2.html" class="tsd-kind-icon">Tiny<wbr/>Yolov2</a><ul><li class="tsd-kind-constructor 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class="tsd-kind-icon">dispose</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#extractWeights" class="tsd-kind-icon">extract<wbr/>Weights</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#forward" class="tsd-kind-icon">forward</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#forwardInput" class="tsd-kind-icon">forward<wbr/>Input</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#freeze" class="tsd-kind-icon">freeze</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getFrozenParams" class="tsd-kind-icon">get<wbr/>Frozen<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getParamFromPath" class="tsd-kind-icon">get<wbr/>Param<wbr/>From<wbr/>Path</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getParamList" class="tsd-kind-icon">get<wbr/>Param<wbr/>List</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#getTrainableParams" class="tsd-kind-icon">get<wbr/>Trainable<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#loadFromDisk" class="tsd-kind-icon">load<wbr/>From<wbr/>Disk</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#loadFromUri" class="tsd-kind-icon">load<wbr/>From<wbr/>Uri</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#loadFromWeightMap" class="tsd-kind-icon">load<wbr/>From<wbr/>Weight<wbr/>Map</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="TinyYolov2.html#locateFaces" class="tsd-kind-icon">locate<wbr/>Faces</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#reassignParamFromPath" class="tsd-kind-icon">reassign<wbr/>Param<wbr/>From<wbr/>Path</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#runMobilenet" class="tsd-kind-icon">run<wbr/>Mobilenet</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#runTinyYolov2" class="tsd-kind-icon">run<wbr/>Tiny<wbr/>Yolov2</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#serializeParams" class="tsd-kind-icon">serialize<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="TinyYolov2.html#variable" class="tsd-kind-icon">variable</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div 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