InvokeAI/docs/nodes/defaultNodes.md

List of Default Nodes

The table below contains a list of the default nodes shipped with InvokeAI and their descriptions.

| Node | Function | |: ---------------------------------- | :--------------------------------------------------------------------------------------| |Add Integers | Adds two numbers| |Boolean Primitive Collection | A collection of boolean primitive values| |Boolean Primitive | A boolean primitive value| |Canny Processor | Canny edge detection for ControlNet| |CLIP Skip | Skip layers in clip text_encoder model.| |Collect | Collects values into a collection| |Color Correct | 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.| |Color Primitive | A color primitive value| |Compel Prompt | Parse prompt using compel package to conditioning.| |Conditioning Primitive Collection | A collection of conditioning tensor primitive values| |Conditioning Primitive | A conditioning tensor primitive value| |Content Shuffle Processor | Applies content shuffle processing to image| |ControlNet | Collects ControlNet info to pass to other nodes| |OpenCV Inpaint | Simple inpaint using opencv.| |Denoise Latents | Denoises noisy latents to decodable images| |Divide Integers | Divides two numbers| |Dynamic Prompt | Parses a prompt using adieyal/dynamicprompts' random or combinatorial generator| |Upscale (RealESRGAN) | Upscales an image using RealESRGAN.| |Float Primitive Collection | A collection of float primitive values| |Float Primitive | A float primitive value| |Float Range | Creates a range| |HED (softedge) Processor | Applies HED edge detection to image| |Blur Image | Blurs an image| |Extract Image Channel | Gets a channel from an image.| |Image Primitive Collection | A collection of image primitive values| |Convert Image Mode | Converts an image to a different mode.| |Crop Image | Crops an image to a specified box. The box can be outside of the image.| |Image Hue Adjustment | Adjusts the Hue of an image.| |Inverse Lerp Image | Inverse linear interpolation of all pixels of an image| |Image Primitive | An image primitive value| |Lerp Image | Linear interpolation of all pixels of an image| |Image Luminosity Adjustment | Adjusts the Luminosity (Value) of an image.| |Multiply Images | Multiplies two images together using PIL.ImageChops.multiply().| |Blur NSFW Image | Add blur to NSFW-flagged images| |Paste Image | Pastes an image into another image.| |ImageProcessor | Base class for invocations that preprocess images for ControlNet| |Resize Image | Resizes an image to specific dimensions| |Image Saturation Adjustment | Adjusts the Saturation of an image.| |Scale Image | Scales an image by a factor| |Image to Latents | Encodes an image into latents.| |Add Invisible Watermark | Add an invisible watermark to an image| |Solid Color Infill | Infills transparent areas of an image with a solid color| |PatchMatch Infill | Infills transparent areas of an image using the PatchMatch algorithm| |Tile Infill | Infills transparent areas of an image with tiles of the image| |Integer Primitive Collection | A collection of integer primitive values| |Integer Primitive | An integer primitive value| |Iterate | Iterates over a list of items| |Latents Primitive Collection | A collection of latents tensor primitive values| |Latents Primitive | A latents tensor primitive value| |Latents to Image | Generates an image from latents.| |Leres (Depth) Processor | Applies leres processing to image| |Lineart Anime Processor | Applies line art anime processing to image| |Lineart Processor | Applies line art processing to image| |LoRA Loader | Apply selected lora to unet and text_encoder.| |Main Model Loader | Loads a main model, outputting its submodels.| |Combine Mask | Combine two masks together by multiplying them using PIL.ImageChops.multiply().| |Mask Edge | Applies an edge mask to an image| |Mask from Alpha | Extracts the alpha channel of an image as a mask.| |Mediapipe Face Processor | Applies mediapipe face processing to image| |Midas (Depth) Processor | Applies Midas depth processing to image| |MLSD Processor | Applies MLSD processing to image| |Multiply Integers | Multiplies two numbers| |Noise | Generates latent noise.| |Normal BAE Processor | Applies NormalBae processing to image| |ONNX Latents to Image | Generates an image from latents.| |ONNX Prompt (Raw) | A node to process inputs and produce outputs. May use dependency injection in init to receive providers.| |ONNX Text to Latents | Generates latents from conditionings.| |ONNX Model Loader | Loads a main model, outputting its submodels.| |Openpose Processor | Applies Openpose processing to image| |PIDI Processor | Applies PIDI processing to image| |Prompts from File | Loads prompts from a text file| |Random Integer | Outputs a single random integer.| |Random Range | Creates a collection of random numbers| |Integer Range | Creates a range of numbers from start to stop with step| |Integer Range of Size | Creates a range from start to start + size with step| |Resize Latents | Resizes latents to explicit width/height (in pixels). Provided dimensions are floor-divided by 8.| |SDXL Compel Prompt | Parse prompt using compel package to conditioning.| |SDXL LoRA Loader | Apply selected lora to unet and text_encoder.| |SDXL Main Model Loader | Loads an sdxl base model, outputting its submodels.| |SDXL Refiner Compel Prompt | Parse prompt using compel package to conditioning.| |SDXL Refiner Model Loader | Loads an sdxl refiner model, outputting its submodels.| |Scale Latents | Scales latents by a given factor.| |Segment Anything Processor | Applies segment anything processing to image| |Show Image | Displays a provided image, and passes it forward in the pipeline.| |Step Param Easing | Experimental per-step parameter easing for denoising steps| |String Primitive Collection | A collection of string primitive values| |String Primitive | A string primitive value| |Subtract Integers | Subtracts two numbers| |Tile Resample Processor | Tile resampler processor| |VAE Loader | Loads a VAE model, outputting a VaeLoaderOutput| |Zoe (Depth) Processor | Applies Zoe depth processing to image|