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<p class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../quickstart/installation.html">Installation</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../quickstart/first_nerf.html">Training your first model</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../quickstart/existing_dataset.html">Using existing data</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../quickstart/custom_dataset.html">Using custom data</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../quickstart/viewer_quickstart.html">Using the viewer</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../quickstart/export_geometry.html">Export geometry</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../quickstart/data_conventions.html">Data conventions</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../contributing.html">Contributing</a></li>
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</ul>
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<p class="caption" role="heading"><span class="caption-text">Extensions</span></p>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="../../extensions/blender_addon.html">Blender VFX add-on</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../extensions/maya_plugin.html">Autodesk Maya Plug-in</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../extensions/unreal_engine.html">Exporting to Unreal Engine</a></li>
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<li class="toctree-l1"><a class="reference internal" href="../../extensions/sdfstudio.html">SDFStudio</a></li>
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</ul>
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<p class="caption" role="heading"><span class="caption-text">NeRFology</span></p>
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<ul>
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<li class="toctree-l1 has-children"><a class="reference internal" href="../../nerfology/methods/index.html">Methods</a><input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" role="switch" type="checkbox"/><label for="toctree-checkbox-1"><div class="visually-hidden">Toggle child pages in navigation</div><i class="icon"><svg><use href="#svg-arrow-right"></use></svg></i></label><ul>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/instant_ngp.html"> Instant-NGP</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/splat.html"> Splatfacto</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/splatw.html"> Splatfacto-W</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/in2n.html"> Instruct-NeRF2NeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/igs2gs.html"> Instruct-GS2GS</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/signerf.html"> SIGNeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/kplanes.html"> K-Planes</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/lerf.html"> LERF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/livescene.html"> LiveScene</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/feature_splatting.html"> Feature-Splatting</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/mipnerf.html"> Mip-NeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/nerf.html"> NeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/nerfacto.html"> Nerfacto</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/nerfbusters.html"> Nerfbusters</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/nerfplayer.html"> NeRFPlayer</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/tetranerf.html"> Tetra-NeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/tensorf.html"> TensoRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/generfacto.html"> Generfacto</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/pynerf.html"> PyNeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/seathru_nerf.html"> SeaThru-NeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/zipnerf.html"> Zip-NeRF</a></li>
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<li class="toctree-l2"><a class="reference internal" href="../../nerfology/methods/bionerf.html"> BioNeRF</a></li>
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<section class="tex2jax_ignore mathjax_ignore" id="ns-train">
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<h1>ns-train<a class="headerlink" href="#ns-train" title="Permalink to this heading">#</a></h1>
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<p>Primary interface for training a NeRF model. <code class="docutils literal notranslate"><span class="pre">--help</span></code> is your friend when navigating command arguments. We also recommend installing the tab completion <code class="docutils literal notranslate"><span class="pre">ns-install-cli</span></code>.</p>
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<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>usage:<span class="w"> </span>ns-train<span class="w"> </span><span class="o">{</span>method<span class="o">}</span><span class="w"> </span><span class="o">[</span>method<span class="w"> </span>args<span class="o">]</span><span class="w"> </span><span class="o">{</span>dataparser<span class="o">}</span><span class="w"> </span><span class="o">[</span>dataparser<span class="w"> </span>args<span class="o">]</span>
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<p>If you are using a nerfstudio data set, the minimal command is:</p>
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<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ns-train<span class="w"> </span>nerfacto<span class="w"> </span>--data<span class="w"> </span>YOUR_DATA
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<p>To learn about the available methods:</p>
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<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ns-train<span class="w"> </span>--help
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</pre></div>
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</div>
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<p>To learn about a methods parameters:</p>
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<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ns-train<span class="w"> </span><span class="o">{</span>method<span class="o">}</span><span class="w"> </span>--help
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<p>By default the nerfstudio dataparser is used. If you would like to use a different dataparser it can be specified after all of the method arguments. For a list of dataparser options:</p>
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<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>ns-train<span class="w"> </span><span class="o">{</span>method<span class="o">}</span><span class="w"> </span><span class="o">{</span>dataparser<span class="o">}</span><span class="w"> </span>--help
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<p>For example, if you want to specify the <code class="docutils literal notranslate"><span class="pre">eval_mode</span></code> of the nerfstudio dataparser to be <code class="docutils literal notranslate"><span class="pre">filename</span></code> when training your <code class="docutils literal notranslate"><span class="pre">splatfacto</span></code> model via the <code class="docutils literal notranslate"><span class="pre">ns-train</span></code> cli, you can do</p>
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<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">ns</span><span class="o">-</span><span class="n">train</span> <span class="n">splatfacto</span> <span class="p">[</span><span class="n">method</span> <span class="n">args</span><span class="p">]</span> <span class="n">nerfstudio</span><span class="o">-</span><span class="n">data</span> <span class="o">--</span><span class="nb">eval</span><span class="o">-</span><span class="n">mode</span> <span class="n">filename</span>
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</pre></div>
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<p>Notice that the custom dataparser and its arguments are passed after specifying the training method and its arguments.</p>
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