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<h1 id="postprocessing"><span class="twemoji"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m22.7 14.3-1 1-2-2 1-1c.1-.1.2-.2.4-.2.1 0 .3.1.4.2l1.3 1.3c.1.2.1.5-.1.7M13 19.9V22h2.1l6.1-6.1-2-2-6.2 6M21 5c0-1.1-.9-2-2-2H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h6v-1.9l1.1-1.1H5l3.5-4.5 2.5 3 3.5-4.5 1.6 2.1 4.9-5V5Z"/></svg></span> Postprocessing<a class="headerlink" href="#postprocessing" title="Permanent link">#</a></h1>
<p>This sections details the ability to improve faces and upscale images.</p>
<h2 id="face-fixing">Face Fixing<a class="headerlink" href="#face-fixing" title="Permanent link">#</a></h2>
<p>As of InvokeAI 3.0, the easiest way to improve faces created during image generation is through the Inpainting functionality of the Unified Canvas. Simply add the image containing the faces that you would like to improve to the canvas, mask the face to be improved and run the invocation. For best results, make sure to use an inpainting specific model; these are usually identified by the "-inpainting" term in the model name. </p>
<h2 id="upscaling">Upscaling<a class="headerlink" href="#upscaling" title="Permanent link">#</a></h2>
<p>Open the upscaling dialog by clicking on the "expand" icon located
above the image display area in the Web UI:</p>
<figure>
<p><img alt="upscale1" src="../../assets/features/upscale-dialog.png" /></p>
</figure>
<p>The default upscaling option is Real-ESRGAN x2 Plus, which will scale your image by a factor of two. This means upscaling a 512x512 image will result in a new 1024x1024 image.</p>
<p>Other options are the x4 upscalers, which will scale your image by a factor of 4. </p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>Real-ESRGAN is memory intensive. In order to avoid crashes and memory overloads
during the Stable Diffusion process, these effects are applied after Stable Diffusion has completed
its work.</p>
<p>In single image generations, you will see the output right away but when you are using multiple
iterations, the images will first be generated and then upscaled after that
process is complete. While the image generation is taking place, you will still be able to preview
the base images.</p>
</div>
<h2 id="how-to-disable">How to disable<a class="headerlink" href="#how-to-disable" title="Permanent link">#</a></h2>
<p>If, for some reason, you do not wish to load the ESRGAN libraries,
you can disable them on the invoke.py command line with the <code>--no_esrgan</code> options.</p>
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