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<!DOCTYPE html><html class="default" lang="en"><head><meta charset="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>ModelJSON | @vladmandic/face-api - v1.7.14</title><meta name="description" content="Documentation for @vladmandic/face-api"/><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 defer src="../assets/main.js"></script><script async src="../assets/icons.js" id="tsd-icons-script"></script><script async src="../assets/search.js" id="tsd-search-script"></script><script async src="../assets/navigation.js" id="tsd-nav-script"></script></head><body><script>document.documentElement.dataset.theme = localStorage.getItem("tsd-theme") || "os";document.body.style.display="none";setTimeout(() => app?app.showPage():document.body.style.removeProperty("display"),500)</script><header class="tsd-page-toolbar"><div class="tsd-toolbar-contents container"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget tsd-toolbar-icon search no-caption"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="../assets/icons.svg#icon-search"></use></svg></label><input type="text" id="tsd-search-field" aria-label="Search"/></div><div class="field"><div id="tsd-toolbar-links"></div></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 - v1.7.14</a></div><div class="table-cell" id="tsd-widgets"><a href="#" class="tsd-widget tsd-toolbar-icon menu no-caption" data-toggle="menu" aria-label="Menu"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="../assets/icons.svg#icon-menu"></use></svg></a></div></div></header><div class="container container-main"><div class="col-content"><div class="tsd-page-title"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/face-api</a></li><li><a href="../modules/tf.html">tf</a></li><li><a href="../modules/tf.io.html">io</a></li><li><a href="tf.io.ModelJSON.html">ModelJSON</a></li></ul><h1>Interface ModelJSON</h1></div><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><p>The on-disk format of the <code>model.json</code> file.</p>
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<p>TF.js 1.0 always populates the optional fields when writing model.json.
Prior versions did not provide those fields.</p>
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</div><div class="tsd-comment tsd-typography"></div></section><div class="tsd-signature"><span class="tsd-signature-keyword">interface </span><span class="tsd-kind-interface">ModelJSON</span> <span class="tsd-signature-symbol">{ </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#convertedBy">convertedBy</a><span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#format">format</a><span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#generatedBy">generatedBy</a><span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#initializerSignature">initializerSignature</a><span class="tsd-signature-symbol">?: </span><span class="tsd-signature-symbol">{}</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#modelInitializer">modelInitializer</a><span class="tsd-signature-symbol">?: </span><span class="tsd-signature-symbol">{}</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#modelTopology">modelTopology</a><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{}</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#signature">signature</a><span class="tsd-signature-symbol">?: </span><span class="tsd-signature-symbol">{}</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#trainingConfig">trainingConfig</a><span class="tsd-signature-symbol">?: </span><a href="tf.io.TrainingConfig.html" class="tsd-signature-type tsd-kind-interface">TrainingConfig</a><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#userDefinedMetadata">userDefinedMetadata</a><span class="tsd-signature-symbol">?: </span><span class="tsd-signature-symbol">{ </span><br/><span>        </span>[<span class="tsd-kind-index-signature">key</span>: <span class="tsd-signature-type">string</span>]<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{}</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-symbol">; </span><br/><span>    </span><a class="tsd-kind-property" href="tf.io.ModelJSON.html#weightsManifest">weightsManifest</a><span class="tsd-signature-symbol">: </span><a href="../types/tf.io.WeightsManifestConfig.html" class="tsd-signature-type tsd-kind-type-alias">WeightsManifestConfig</a><span class="tsd-signature-symbol">; </span><br/><span class="tsd-signature-symbol">}</span></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:272</li></ul></aside><section class="tsd-panel-group tsd-index-group"><section class="tsd-panel tsd-index-panel"><details class="tsd-index-content tsd-accordion" open><summary class="tsd-accordion-summary tsd-index-summary"><h5 class="tsd-index-heading uppercase" role="button" aria-expanded="false" tabIndex="0"><svg width="16" height="16" viewBox="0 0 16 16" fill="none"><use href="../assets/icons.svg#icon-chevronSmall"></use></svg> Index</h5></summary><div class="tsd-accordion-details"><section class="tsd-index-section"><h3 class="tsd-index-heading">Properties</h3><div class="tsd-index-list"><a href="tf.io.Mo
<a href="tf.io.ModelJSON.html#format" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>format?</span></a>
<a href="tf.io.ModelJSON.html#generatedBy" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>generated<wbr/>By?</span></a>
<a href="tf.io.ModelJSON.html#initializerSignature" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>initializer<wbr/>Signature?</span></a>
<a href="tf.io.ModelJSON.html#modelInitializer" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>model<wbr/>Initializer?</span></a>
<a href="tf.io.ModelJSON.html#modelTopology" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>model<wbr/>Topology</span></a>
<a href="tf.io.ModelJSON.html#signature" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>signature?</span></a>
<a href="tf.io.ModelJSON.html#trainingConfig" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>training<wbr/>Config?</span></a>
<a href="tf.io.ModelJSON.html#userDefinedMetadata" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>user<wbr/>Defined<wbr/>Metadata?</span></a>
<a href="tf.io.ModelJSON.html#weightsManifest" class="tsd-index-link"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>weights<wbr/>Manifest</span></a>
</div></section></div></details></section></section><details class="tsd-panel-group tsd-member-group tsd-accordion" open><summary class="tsd-accordion-summary" data-key="section-Properties"><h2><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><use href="../assets/icons.svg#icon-chevronDown"></use></svg> Properties</h2></summary><section><section class="tsd-panel tsd-member"><a id="convertedBy" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>converted<wbr/>By</span><a href="#convertedBy" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">converted<wbr/>By</span><span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span></div><div class="tsd-comment tsd-typography"><p>What library or tool is responsible for converting the original model
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to this format, applicable only if the model is output by a converter.</p>
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<p>Used for debugging purposes. E.g., 'TensorFlow.js Converter v1.0.0'.</p>
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<p>A value of <code>null</code> means the model artifacts are generated without any
conversion process (e.g., saved directly from a TensorFlow.js
<code>tf.LayersModel</code> instance.)</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:313</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="format" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>format</span><a href="#format" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">format</span><span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-type">string</span></div><div class="tsd-comment tsd-typography"><p>Hard-coded format name for models saved from TensorFlow.js or converted
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by TensorFlow.js Converter.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:296</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="generatedBy" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>generated<wbr/>By</span><a href="#generatedBy" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">generated<wbr/>By</span><span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-type">string</span></div><div class="tsd-comment tsd-typography"><p>What library is responsible for originally generating this artifact.</p>
<p>Used for debugging purposes. E.g., 'TensorFlow.js v1.0.0'.</p>
</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:302</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="initializerSignature" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>initializer<wbr/>Signature</span><a href="#initializerSignature" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">initializer<wbr/>Signature</span><span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-symbol">{}</span></div><div class="tsd-comment tsd-typography"><p>Inputs and outputs signature for model initializer.</p>
</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:331</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="modelInitializer" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>model<wbr/>Initializer</span><a href="#modelInitializer" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">model<wbr/>Initializer</span><span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-symbol">{}</span></div><div class="tsd-comment tsd-typography"><p>Initializer for the model.</p>
</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:327</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="modelTopology" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>model<wbr/>Topology</span><a href="#modelTopology" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">model<wbr/>Topology</span><span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{}</span></div><div class="tsd-comment tsd-typography"><p>Model topology.</p>
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<p>For Keras-style <code>tf.Model</code>s, this is a JSON object.
For TensorFlow-style models (e.g., <code>SavedModel</code>), this is the JSON
encoding of the <code>GraphDef</code> protocol buffer.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:280</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="signature" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>signature</span><a href="#signature" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">signature</span><span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-symbol">{}</span></div><div class="tsd-comment tsd-typography"><p>Inputs and outputs signature for saved model.</p>
</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:317</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="trainingConfig" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>training<wbr/>Config</span><a href="#trainingConfig" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">training<wbr/>Config</span><span class="tsd-signature-symbol">?:</span> <a href="tf.io.TrainingConfig.html" class="tsd-signature-type tsd-kind-interface">TrainingConfig</a></div><div class="tsd-comment tsd-typography"><p>Model training configuration.</p>
</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:282</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="userDefinedMetadata" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><code class="tsd-tag">Optional</code><span>user<wbr/>Defined<wbr/>Metadata</span><a href="#userDefinedMetadata" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">user<wbr/>Defined<wbr/>Metadata</span><span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-symbol">{ </span><br/><span>    </span>[<span class="tsd-kind-index-signature">key</span>: <span class="tsd-signature-type">string</span>]<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{}</span><span class="tsd-signature-symbol">; </span><br/><span class="tsd-signature-symbol">}</span></div><div class="tsd-comment tsd-typography"><p>User-defined metadata about the model.</p>
</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:321</li></ul></aside></section><section class="tsd-panel tsd-member"><a id="weightsManifest" class="tsd-anchor"></a><h3 class="tsd-anchor-link"><span>weights<wbr/>Manifest</span><a href="#weightsManifest" aria-label="Permalink" class="tsd-anchor-icon"><svg viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-anchor"></use></svg></a></h3><div class="tsd-signature"><span class="tsd-kind-property">weights<wbr/>Manifest</span><span class="tsd-signature-symbol">:</span> <a href="../types/tf.io.WeightsManifestConfig.html" class="tsd-signature-type tsd-kind-type-alias">WeightsManifestConfig</a></div><div class="tsd-comment tsd-typography"><p>Weights manifest.</p>
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<p>The weights manifest consists of an ordered list of weight-manifest
groups. Each weight-manifest group consists of a number of weight values
stored in a number of paths. See the documentation of
<code>WeightsManifestConfig</code> for more details.</p>
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</div><div class="tsd-comment tsd-typography"></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@4.21.0/node_modules/@tensorflow/tfjs-core/dist/io/types.d.ts:291</li></ul></aside></section></section></details></div><div class="col-sidebar"><div class="page-menu"><div class="tsd-navigation settings"><details class="tsd-accordion"><summary class="tsd-accordion-summary"><h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><use href="../assets/icons.svg#icon-chevronDown"></use></svg>Settings</h3></summary><div class="tsd-accordion-details"><div class="tsd-filter-visibility"><span class="settings-label">Member Visibility</span><ul id="tsd-filter-options"><li class="tsd-filter-item"><label class="tsd-filter-input"><input type="checkbox" id="tsd-filter-inherited" name="inherited" checked/><svg width="32" height="32" viewBox="0 0 32 32" aria-hidden="true"><rect class="tsd-checkbox-background" width="30" height="30" x="1" y="1" rx="6" fill="none"></rect><path class="tsd-checkbox-checkmark" d="M8.35422 16.8214L13.2143 21.75L24.6458 10.25" stroke="none" stroke-width="3.5" stroke-linejoin="round" fill="none"></path></svg><span>Inherited</span></label></li></ul></div><div class="tsd-theme-toggle"><label class="settings-label" for="tsd-theme">Theme</label><select id="tsd-theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></div></div></details></div><details open class="tsd-accordion tsd-page-navigation"><summary class="tsd-accordion-summary"><h3><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><use href="../assets/icons.svg#icon-chevronDown"></use></svg>On This Page</h3></summary><div class="tsd-accordion-details"><details open class="tsd-accordion tsd-page-navigation-section"><summary class="tsd-accordion-summary" data-key="tsd-otp-Properties"><svg width="20" height="20" viewBox="0 0 24 24" fill="none"><use href="../assets/icons.svg#icon-chevronDown"></use></svg>Properties</summary><div><a href="#convertedBy" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>converted<wbr/>By</span></a><a href="#format" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>format</span></a><a href="#generatedBy" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>generated<wbr/>By</span></a><a href="#initializerSignature" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>initializer<wbr/>Signature</span></a><a href="#modelInitializer" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>model<wbr/>Initializer</span></a><a href="#modelTopology" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>model<wbr/>Topology</span></a><a href="#signature" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>signature</span></a><a href="#trainingConfig" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>training<wbr/>Config</span></a><a href="#userDefinedMetadata" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>user<wbr/>Defined<wbr/>Metadata</span></a><a href="#weightsManifest" class=""><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1024"></use></svg><span>weights<wbr/>Manifest</span></a></div></details></div></details></div><div class="site-menu"><nav class="tsd-navigation"><a href="../index.html"><svg class="tsd-kind-icon" viewBox="0 0 24 24"><use href="../assets/icons.svg#icon-1"></use></svg><span>@vladmandic/face-api - v1.7.14</span></a><ul class="tsd-small-nested-navigation" id="tsd-nav-container" data-base=".."><li>Loading