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<article class="md-content__inner md-typeset">
<h1 id="list-of-default-nodes">List of Default Nodes<a class="headerlink" href="#list-of-default-nodes" title="Permanent link">#</a></h1>
<p>The table below contains a list of the default nodes shipped with InvokeAI and
their descriptions.</p>
<table>
<thead>
<tr>
<th style="text-align: left;">Node <img width=160 align="right"></th>
<th style="text-align: left;">Function</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align: left;">Add Integers</td>
<td style="text-align: left;">Adds two numbers</td>
</tr>
<tr>
<td style="text-align: left;">Boolean Primitive Collection</td>
<td style="text-align: left;">A collection of boolean primitive values</td>
</tr>
<tr>
<td style="text-align: left;">Boolean Primitive</td>
<td style="text-align: left;">A boolean primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Canny Processor</td>
<td style="text-align: left;">Canny edge detection for ControlNet</td>
</tr>
<tr>
<td style="text-align: left;">CenterPadCrop</td>
<td style="text-align: left;">Pad or crop an image's sides from the center by specified pixels. Positive values are outside of the image.</td>
</tr>
<tr>
<td style="text-align: left;">CLIP Skip</td>
<td style="text-align: left;">Skip layers in clip text_encoder model.</td>
</tr>
<tr>
<td style="text-align: left;">Collect</td>
<td style="text-align: left;">Collects values into a collection</td>
</tr>
<tr>
<td style="text-align: left;">Color Correct</td>
<td style="text-align: left;">Shifts the colors of a target image to match the reference image, optionally using a mask to only color-correct certain regions of the target image.</td>
</tr>
<tr>
<td style="text-align: left;">Color Primitive</td>
<td style="text-align: left;">A color primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Compel Prompt</td>
<td style="text-align: left;">Parse prompt using compel package to conditioning.</td>
</tr>
<tr>
<td style="text-align: left;">Conditioning Primitive Collection</td>
<td style="text-align: left;">A collection of conditioning tensor primitive values</td>
</tr>
<tr>
<td style="text-align: left;">Conditioning Primitive</td>
<td style="text-align: left;">A conditioning tensor primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Content Shuffle Processor</td>
<td style="text-align: left;">Applies content shuffle processing to image</td>
</tr>
<tr>
<td style="text-align: left;">ControlNet</td>
<td style="text-align: left;">Collects ControlNet info to pass to other nodes</td>
</tr>
<tr>
<td style="text-align: left;">Create Denoise Mask</td>
<td style="text-align: left;">Converts a greyscale or transparency image into a mask for denoising.</td>
</tr>
<tr>
<td style="text-align: left;">Create Gradient Mask</td>
<td style="text-align: left;">Creates a mask for Gradient ("soft", "differential") inpainting that gradually expands during denoising. Improves edge coherence.</td>
</tr>
<tr>
<td style="text-align: left;">Denoise Latents</td>
<td style="text-align: left;">Denoises noisy latents to decodable images</td>
</tr>
<tr>
<td style="text-align: left;">Divide Integers</td>
<td style="text-align: left;">Divides two numbers</td>
</tr>
<tr>
<td style="text-align: left;">Dynamic Prompt</td>
<td style="text-align: left;">Parses a prompt using adieyal/dynamicprompts' random or combinatorial generator</td>
</tr>
<tr>
<td style="text-align: left;"><a href="../detailedNodes/faceTools/#facemask">FaceMask</a></td>
<td style="text-align: left;">Generates masks for faces in an image to use with Inpainting</td>
</tr>
<tr>
<td style="text-align: left;"><a href="../detailedNodes/faceTools/#faceidentifier">FaceIdentifier</a></td>
<td style="text-align: left;">Identifies and labels faces in an image</td>
</tr>
<tr>
<td style="text-align: left;"><a href="../detailedNodes/faceTools/#faceoff">FaceOff</a></td>
<td style="text-align: left;">Creates a new image that is a scaled bounding box with a mask on the face for Inpainting</td>
</tr>
<tr>
<td style="text-align: left;">Float Math</td>
<td style="text-align: left;">Perform basic math operations on two floats</td>
</tr>
<tr>
<td style="text-align: left;">Float Primitive Collection</td>
<td style="text-align: left;">A collection of float primitive values</td>
</tr>
<tr>
<td style="text-align: left;">Float Primitive</td>
<td style="text-align: left;">A float primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Float Range</td>
<td style="text-align: left;">Creates a range</td>
</tr>
<tr>
<td style="text-align: left;">HED (softedge) Processor</td>
<td style="text-align: left;">Applies HED edge detection to image</td>
</tr>
<tr>
<td style="text-align: left;">Blur Image</td>
<td style="text-align: left;">Blurs an image</td>
</tr>
<tr>
<td style="text-align: left;">Extract Image Channel</td>
<td style="text-align: left;">Gets a channel from an image.</td>
</tr>
<tr>
<td style="text-align: left;">Image Primitive Collection</td>
<td style="text-align: left;">A collection of image primitive values</td>
</tr>
<tr>
<td style="text-align: left;">Integer Math</td>
<td style="text-align: left;">Perform basic math operations on two integers</td>
</tr>
<tr>
<td style="text-align: left;">Convert Image Mode</td>
<td style="text-align: left;">Converts an image to a different mode.</td>
</tr>
<tr>
<td style="text-align: left;">Crop Image</td>
<td style="text-align: left;">Crops an image to a specified box. The box can be outside of the image.</td>
</tr>
<tr>
<td style="text-align: left;">Ideal Size</td>
<td style="text-align: left;">Calculates an ideal image size for latents for a first pass of a multi-pass upscaling to avoid duplication and other artifacts</td>
</tr>
<tr>
<td style="text-align: left;">Image Hue Adjustment</td>
<td style="text-align: left;">Adjusts the Hue of an image.</td>
</tr>
<tr>
<td style="text-align: left;">Inverse Lerp Image</td>
<td style="text-align: left;">Inverse linear interpolation of all pixels of an image</td>
</tr>
<tr>
<td style="text-align: left;">Image Primitive</td>
<td style="text-align: left;">An image primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Lerp Image</td>
<td style="text-align: left;">Linear interpolation of all pixels of an image</td>
</tr>
<tr>
<td style="text-align: left;">Offset Image Channel</td>
<td style="text-align: left;">Add to or subtract from an image color channel by a uniform value.</td>
</tr>
<tr>
<td style="text-align: left;">Multiply Image Channel</td>
<td style="text-align: left;">Multiply or Invert an image color channel by a scalar value.</td>
</tr>
<tr>
<td style="text-align: left;">Multiply Images</td>
<td style="text-align: left;">Multiplies two images together using <code>PIL.ImageChops.multiply()</code>.</td>
</tr>
<tr>
<td style="text-align: left;">Blur NSFW Image</td>
<td style="text-align: left;">Add blur to NSFW-flagged images</td>
</tr>
<tr>
<td style="text-align: left;">Paste Image</td>
<td style="text-align: left;">Pastes an image into another image.</td>
</tr>
<tr>
<td style="text-align: left;">ImageProcessor</td>
<td style="text-align: left;">Base class for invocations that preprocess images for ControlNet</td>
</tr>
<tr>
<td style="text-align: left;">Resize Image</td>
<td style="text-align: left;">Resizes an image to specific dimensions</td>
</tr>
<tr>
<td style="text-align: left;">Round Float</td>
<td style="text-align: left;">Rounds a float to a specified number of decimal places</td>
</tr>
<tr>
<td style="text-align: left;">Float to Integer</td>
<td style="text-align: left;">Converts a float to an integer. Optionally rounds to an even multiple of a input number.</td>
</tr>
<tr>
<td style="text-align: left;">Scale Image</td>
<td style="text-align: left;">Scales an image by a factor</td>
</tr>
<tr>
<td style="text-align: left;">Image to Latents</td>
<td style="text-align: left;">Encodes an image into latents.</td>
</tr>
<tr>
<td style="text-align: left;">Add Invisible Watermark</td>
<td style="text-align: left;">Add an invisible watermark to an image</td>
</tr>
<tr>
<td style="text-align: left;">Solid Color Infill</td>
<td style="text-align: left;">Infills transparent areas of an image with a solid color</td>
</tr>
<tr>
<td style="text-align: left;">PatchMatch Infill</td>
<td style="text-align: left;">Infills transparent areas of an image using the PatchMatch algorithm</td>
</tr>
<tr>
<td style="text-align: left;">Tile Infill</td>
<td style="text-align: left;">Infills transparent areas of an image with tiles of the image</td>
</tr>
<tr>
<td style="text-align: left;">Integer Primitive Collection</td>
<td style="text-align: left;">A collection of integer primitive values</td>
</tr>
<tr>
<td style="text-align: left;">Integer Primitive</td>
<td style="text-align: left;">An integer primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Iterate</td>
<td style="text-align: left;">Iterates over a list of items</td>
</tr>
<tr>
<td style="text-align: left;">Latents Primitive Collection</td>
<td style="text-align: left;">A collection of latents tensor primitive values</td>
</tr>
<tr>
<td style="text-align: left;">Latents Primitive</td>
<td style="text-align: left;">A latents tensor primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Latents to Image</td>
<td style="text-align: left;">Generates an image from latents.</td>
</tr>
<tr>
<td style="text-align: left;">Leres (Depth) Processor</td>
<td style="text-align: left;">Applies leres processing to image</td>
</tr>
<tr>
<td style="text-align: left;">Lineart Anime Processor</td>
<td style="text-align: left;">Applies line art anime processing to image</td>
</tr>
<tr>
<td style="text-align: left;">Lineart Processor</td>
<td style="text-align: left;">Applies line art processing to image</td>
</tr>
<tr>
<td style="text-align: left;">LoRA Loader</td>
<td style="text-align: left;">Apply selected lora to unet and text_encoder.</td>
</tr>
<tr>
<td style="text-align: left;">Main Model Loader</td>
<td style="text-align: left;">Loads a main model, outputting its submodels.</td>
</tr>
<tr>
<td style="text-align: left;">Combine Mask</td>
<td style="text-align: left;">Combine two masks together by multiplying them using <code>PIL.ImageChops.multiply()</code>.</td>
</tr>
<tr>
<td style="text-align: left;">Mask Edge</td>
<td style="text-align: left;">Applies an edge mask to an image</td>
</tr>
<tr>
<td style="text-align: left;">Mask from Alpha</td>
<td style="text-align: left;">Extracts the alpha channel of an image as a mask.</td>
</tr>
<tr>
<td style="text-align: left;">Mediapipe Face Processor</td>
<td style="text-align: left;">Applies mediapipe face processing to image</td>
</tr>
<tr>
<td style="text-align: left;">Midas (Depth) Processor</td>
<td style="text-align: left;">Applies Midas depth processing to image</td>
</tr>
<tr>
<td style="text-align: left;">MLSD Processor</td>
<td style="text-align: left;">Applies MLSD processing to image</td>
</tr>
<tr>
<td style="text-align: left;">Multiply Integers</td>
<td style="text-align: left;">Multiplies two numbers</td>
</tr>
<tr>
<td style="text-align: left;">Noise</td>
<td style="text-align: left;">Generates latent noise.</td>
</tr>
<tr>
<td style="text-align: left;">Normal BAE Processor</td>
<td style="text-align: left;">Applies NormalBae processing to image</td>
</tr>
<tr>
<td style="text-align: left;">ONNX Latents to Image</td>
<td style="text-align: left;">Generates an image from latents.</td>
</tr>
<tr>
<td style="text-align: left;">ONNX Prompt (Raw)</td>
<td style="text-align: left;">A node to process inputs and produce outputs. May use dependency injection in <strong>init</strong> to receive providers.</td>
</tr>
<tr>
<td style="text-align: left;">ONNX Text to Latents</td>
<td style="text-align: left;">Generates latents from conditionings.</td>
</tr>
<tr>
<td style="text-align: left;">ONNX Model Loader</td>
<td style="text-align: left;">Loads a main model, outputting its submodels.</td>
</tr>
<tr>
<td style="text-align: left;">OpenCV Inpaint</td>
<td style="text-align: left;">Simple inpaint using opencv.</td>
</tr>
<tr>
<td style="text-align: left;">DW Openpose Processor</td>
<td style="text-align: left;">Applies Openpose processing to image</td>
</tr>
<tr>
<td style="text-align: left;">PIDI Processor</td>
<td style="text-align: left;">Applies PIDI processing to image</td>
</tr>
<tr>
<td style="text-align: left;">Prompts from File</td>
<td style="text-align: left;">Loads prompts from a text file</td>
</tr>
<tr>
<td style="text-align: left;">Random Integer</td>
<td style="text-align: left;">Outputs a single random integer.</td>
</tr>
<tr>
<td style="text-align: left;">Random Range</td>
<td style="text-align: left;">Creates a collection of random numbers</td>
</tr>
<tr>
<td style="text-align: left;">Integer Range</td>
<td style="text-align: left;">Creates a range of numbers from start to stop with step</td>
</tr>
<tr>
<td style="text-align: left;">Integer Range of Size</td>
<td style="text-align: left;">Creates a range from start to start + size with step</td>
</tr>
<tr>
<td style="text-align: left;">Resize Latents</td>
<td style="text-align: left;">Resizes latents to explicit width/height (in pixels). Provided dimensions are floor-divided by 8.</td>
</tr>
<tr>
<td style="text-align: left;">SDXL Compel Prompt</td>
<td style="text-align: left;">Parse prompt using compel package to conditioning.</td>
</tr>
<tr>
<td style="text-align: left;">SDXL LoRA Loader</td>
<td style="text-align: left;">Apply selected lora to unet and text_encoder.</td>
</tr>
<tr>
<td style="text-align: left;">SDXL Main Model Loader</td>
<td style="text-align: left;">Loads an sdxl base model, outputting its submodels.</td>
</tr>
<tr>
<td style="text-align: left;">SDXL Refiner Compel Prompt</td>
<td style="text-align: left;">Parse prompt using compel package to conditioning.</td>
</tr>
<tr>
<td style="text-align: left;">SDXL Refiner Model Loader</td>
<td style="text-align: left;">Loads an sdxl refiner model, outputting its submodels.</td>
</tr>
<tr>
<td style="text-align: left;">Scale Latents</td>
<td style="text-align: left;">Scales latents by a given factor.</td>
</tr>
<tr>
<td style="text-align: left;">Segment Anything Processor</td>
<td style="text-align: left;">Applies segment anything processing to image</td>
</tr>
<tr>
<td style="text-align: left;">Show Image</td>
<td style="text-align: left;">Displays a provided image, and passes it forward in the pipeline.</td>
</tr>
<tr>
<td style="text-align: left;">String Primitive Collection</td>
<td style="text-align: left;">A collection of string primitive values</td>
</tr>
<tr>
<td style="text-align: left;">String Primitive</td>
<td style="text-align: left;">A string primitive value</td>
</tr>
<tr>
<td style="text-align: left;">Subtract Integers</td>
<td style="text-align: left;">Subtracts two numbers</td>
</tr>
<tr>
<td style="text-align: left;">Tile Resample Processor</td>
<td style="text-align: left;">Tile resampler processor</td>
</tr>
<tr>
<td style="text-align: left;">Upscale (RealESRGAN)</td>
<td style="text-align: left;">Upscales an image using RealESRGAN.</td>
</tr>
<tr>
<td style="text-align: left;">VAE Loader</td>
<td style="text-align: left;">Loads a VAE model, outputting a VaeLoaderOutput</td>
</tr>
<tr>
<td style="text-align: left;">Zoe (Depth) Processor</td>
<td style="text-align: left;">Applies Zoe depth processing to image</td>
</tr>
</tbody>
</table>
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