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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceLandmark68TinyNet | @vladmandic/face-api - v1.6.10</title><meta name="description" content="Documentation for @vladmandic/face-api - v1.6.10"/><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 - v1.6.10</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 - v1.6.10</a></li><li><a href="FaceLandmark68TinyNet.html">FaceLandmark68TinyNet</a></li></ul><h1>Class FaceLandmark68TinyNet </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">FaceLandmark68NetBase</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">TinyFaceFeatureExtractorParams</span><span class="tsd-signature-symbol">></span><ul class="tsd-hierarchy"><li><span class="target">FaceLandmark68TinyNet</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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#_name" class="tsd-kind-icon">_name</a></li></ul></section><section class="tsd-index-section tsd-is-inherited"><h3>Accessors</h3><ul class="tsd-index-list"><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#faceFeatureExtractor" class="tsd-kind-icon">face<wbr/>Feature<wbr/>Extractor</a></li><li class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#params" class="tsd-kind-icon">params</a></li></ul></section><section class="tsd-index-section tsd-is-inherited"><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#detectLandmarks" class="tsd-kind-icon">detect<wbr/>Landmarks</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#dispose" class="tsd-kind-icon">dispose</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#extractClassifierParams" class="tsd-kind-icon">extract<wbr/>Classifier<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#forward" class="tsd-kind-icon">forward</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#freeze" class="tsd-kind-icon">freeze</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#loadClassifierParams" class="tsd-kind-icon">load<wbr/>Classifier<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#loadFromWeightMap" class="tsd-kind-icon">load<wbr/>From<wbr/>Weight<wbr/>Map</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#postProcess" class="tsd-kind-icon">post<wbr/>Process</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#runNet" class="tsd-kind-icon">run<wbr/>Net</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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 class="tsd-anchor-link">constructor<a href="#constructor" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class tsd-is-overwrite"><li class="tsd-signature tsd-kind-icon">new <wbr/>Face<wbr/>Landmark68<wbr/>Tiny<wbr/>Net<span class="tsd-signature-symbol">(</span>faceFeatureExtractor<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">TinyFaceFeatureExtractor</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="FaceLandmark68TinyNet.html" class="tsd-signature-type" data-tsd-kind="Class">FaceLandmark68TinyNet</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Overrides FaceLandmark68NetBase<TinyFaceFeatureExtractorParams>.constructor</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceLandmarkNet/FaceLandmark68TinyNet.ts#L6">faceLandmarkNet/FaceLandmark68TinyNet.ts:6</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>faceFeatureExtractor: <span class="tsd-signature-type">TinyFaceFeatureExtractor</span><span class="tsd-signature-symbol"> = ...</span></h5></li></ul><h4 class="tsd-returns-title">Returns <a href="FaceLandmark68TinyNet.html" class="tsd-signature-type" data-tsd-kind="Class">FaceLandmark68TinyNet</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 class="tsd-anchor-link">_name<a href="#_name" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase._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><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Accessors</h2><section class="tsd-panel tsd-member tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a id="faceFeatureExtractor" class="tsd-anchor"></a><h3 class="tsd-anchor-link">face<wbr/>Feature<wbr/>Extractor<a href="#faceFeatureExtractor" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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> faceFeatureExtractor<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">IFaceFeatureExtractor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">TExtractorParams</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from FaceLandmark68NetBase.faceFeatureExtractor</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceProcessor/FaceProcessor.ts#L23">faceProcessor/FaceProcessor.ts:23</a></li></ul></aside><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">IFaceFeatureExtractor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">TExtractorParams</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="isLoaded" class="tsd-anchor"></a><h3 class="tsd-anchor-link">is<wbr/>Loaded<a href="#isLoaded" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">param<wbr/>Mappings<a href="#paramMappings" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">params<a href="#params" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Methods</h2><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a id="detectLandmarks" class="tsd-anchor"></a><h3 class="tsd-anchor-link">detect<wbr/>Landmarks<a href="#detectLandmarks" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">detect<wbr/>Landmarks<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</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><a href="FaceLandmarks68.html" class="tsd-signature-type" data-tsd-kind="Class">FaceLandmarks68</a><span class="tsd-signature-symbol"> | </span><a href="FaceLandmarks68.html" class="tsd-signature-type" data-tsd-kind="Class">FaceLandmarks68</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 FaceLandmark68NetBase.detectLandmarks</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceLandmarkNet/FaceLandmark68NetBase.ts#L67">faceLandmarkNet/FaceLandmark68NetBase.ts:67</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></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="FaceLandmarks68.html" class="tsd-signature-type" data-tsd-kind="Class">FaceLandmarks68</a><span class="tsd-signature-symbol"> | </span><a href="FaceLandmarks68.html" class="tsd-signature-type" data-tsd-kind="Class">FaceLandmarks68</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 class="tsd-anchor-link">dispose<a href="#dispose" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.dispose</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceProcessor/FaceProcessor.ts#L48">faceProcessor/FaceProcessor.ts:48</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="extractClassifierParams" class="tsd-anchor"></a><h3 class="tsd-anchor-link">extract<wbr/>Classifier<wbr/>Params<a href="#extractClassifierParams" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">extract<wbr/>Classifier<wbr/>Params<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-symbol">{ </span>paramMappings<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ParamMapping</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>params<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">NetParams</span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from FaceLandmark68NetBase.extractClassifierParams</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceProcessor/FaceProcessor.ts#L59">faceProcessor/FaceProcessor.ts:59</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-symbol">{ </span>paramMappings<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ParamMapping</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">; </span>params<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">NetParams</span><span class="tsd-signature-symbol"> }</span></h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>param<wbr/>Mappings<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ParamMapping</span><span class="tsd-signature-symbol">[]</span></h5></li><li class="tsd-parameter"><h5>params<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">NetParams</span></h5></li></ul></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 class="tsd-anchor-link">extract<wbr/>Weights<a href="#extractWeights" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">forward<a href="#forward" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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><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">Tensor2D</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from FaceLandmark68NetBase.forward</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceLandmarkNet/FaceLandmark68NetBase.ts#L63">faceLandmarkNet/FaceLandmark68NetBase.ts:63</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></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">Tensor2D</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 class="tsd-anchor-link">forward<wbr/>Input<a href="#forwardInput" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor2D</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from FaceLandmark68NetBase.forwardInput</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceLandmarkNet/FaceLandmark68NetBase.ts#L52">faceLandmarkNet/FaceLandmark68NetBase.ts:52</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></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor2D</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 class="tsd-anchor-link">freeze<a href="#freeze" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">get<wbr/>Frozen<wbr/>Params<a href="#getFrozenParams" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">get<wbr/>Param<wbr/>From<wbr/>Path<a href="#getParamFromPath" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">get<wbr/>Param<wbr/>List<a href="#getParamList" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">get<wbr/>Trainable<wbr/>Params<a href="#getTrainableParams" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">load<a href="#load" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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="loadClassifierParams" class="tsd-anchor"></a><h3 class="tsd-anchor-link">load<wbr/>Classifier<wbr/>Params<a href="#loadClassifierParams" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">load<wbr/>Classifier<wbr/>Params<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 FaceLandmark68NetBase.loadClassifierParams</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceProcessor/FaceProcessor.ts#L53">faceProcessor/FaceProcessor.ts:53</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="loadFromDisk" class="tsd-anchor"></a><h3 class="tsd-anchor-link">load<wbr/>From<wbr/>Disk<a href="#loadFromDisk" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">load<wbr/>From<wbr/>Uri<a href="#loadFromUri" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">load<wbr/>From<wbr/>Weight<wbr/>Map<a href="#loadFromWeightMap" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 tsd-is-inherited"><a id="postProcess" class="tsd-anchor"></a><h3 class="tsd-anchor-link">post<wbr/>Process<a href="#postProcess" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">post<wbr/>Process<span class="tsd-signature-symbol">(</span>output<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor2D</span>, inputSize<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, originalDimensions<span class="tsd-signature-symbol">: </span><a href="../interfaces/IDimensions.html" class="tsd-signature-type" data-tsd-kind="Interface">IDimensions</a><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor2D</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from FaceLandmark68NetBase.postProcess</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceLandmarkNet/FaceLandmark68NetBase.ts#L14">faceLandmarkNet/FaceLandmark68NetBase.ts:14</a></li></ul></aside><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>output: <span class="tsd-signature-type">Tensor2D</span></h5></li><li><h5>inputSize: <span class="tsd-signature-type">number</span></h5></li><li><h5>originalDimensions: <a href="../interfaces/IDimensions.html" class="tsd-signature-type" data-tsd-kind="Interface">IDimensions</a><span class="tsd-signature-symbol">[]</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor2D</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 class="tsd-anchor-link">reassign<wbr/>Param<wbr/>From<wbr/>Path<a href="#reassignParamFromPath" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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="runNet" class="tsd-anchor"></a><h3 class="tsd-anchor-link">run<wbr/>Net<a href="#runNet" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><li class="tsd-signature tsd-kind-icon">run<wbr/>Net<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor2D</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><p>Inherited from FaceLandmark68NetBase.runNet</p><ul><li>Defined in <a href="https://github.com/vladmandic/face-api/blob/master/src/faceProcessor/FaceProcessor.ts#L33">faceProcessor/FaceProcessor.ts:33</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></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Tensor2D</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 class="tsd-anchor-link">serialize<wbr/>Params<a href="#serializeParams" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 class="tsd-anchor-link">variable<a href="#variable" aria-label="Permalink" class="tsd-anchor-icon"><svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-link" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M10 14a3.5 3.5 0 0 0 5 0l4 -4a3.5 3.5 0 0 0 -5 -5l-.5 .5"></path><path d="M14 10a3.5 3.5 0 0 0 -5 0l-4 4a3.5 3.5 0 0 0 5 5l.5 -.5"></path></svg></a></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 FaceLandmark68NetBase.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 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class="tsd-kind-get-signature tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#params" class="tsd-kind-icon">params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#detectLandmarks" class="tsd-kind-icon">detect<wbr/>Landmarks</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#dispose" class="tsd-kind-icon">dispose</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#extractClassifierParams" class="tsd-kind-icon">extract<wbr/>Classifier<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#forward" class="tsd-kind-icon">forward</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#freeze" class="tsd-kind-icon">freeze</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.html#loadClassifierParams" class="tsd-kind-icon">load<wbr/>Classifier<wbr/>Params</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a href="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.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="FaceLandmark68TinyNet.html#loadFromWeightMap" class="tsd-kind-icon">load<wbr/>From<wbr/>Weight<wbr/>Map</a></li><li class="tsd-kind-method tsd-parent-kind-class tsd-is-inherited"><a 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