6.8 KiB
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 Math | Perform basic math operations on two floats|
|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|
|Integer Math | Perform basic math operations on two integers|
|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|
|Offset Image Channel | Add to or subtract from an image color channel by a uniform value.|
|Multiply Image Channel | Multiply or Invert an image color channel by a scalar value.|
|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|
|Round Float | Rounds a float to a specified number of decimal places|
|Float to Integer | Converts a float to an integer. Optionally rounds to an even multiple of a input number.|
|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|