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* add centerpadcrop node - Allows users to add padding to or crop images from the center - Also outputs a white mask with the dimensions of the output image for use with outpainting * add CenterPadCrop to NODES.md Updates NODES.md with CenterPadCrop entry. * remove mask & output class - Remove "ImageMaskOutput" where both image and mask are output - Remove ability to output mask from node --------- Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
107 lines
22 KiB
Markdown
107 lines
22 KiB
Markdown
# List of Default Nodes
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The table below contains a list of the default nodes shipped with InvokeAI and
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their descriptions.
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| Node <img width=160 align="right"> | Function |
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| :------------------------------------------------------------ | :--------------------------------------------------------------------------------------------------------------------------------------------------- |
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| Add Integers | Adds two numbers |
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| Boolean Primitive Collection | A collection of boolean primitive values |
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| Boolean Primitive | A boolean primitive value |
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| Canny Processor | Canny edge detection for ControlNet |
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| CenterPadCrop | Pad or crop an image's sides from the center by specified pixels. Positive values are outside of the image. |
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| CLIP Skip | Skip layers in clip text_encoder model. |
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| Collect | Collects values into a collection |
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| 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. |
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| Color Primitive | A color primitive value |
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| Compel Prompt | Parse prompt using compel package to conditioning. |
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| Conditioning Primitive Collection | A collection of conditioning tensor primitive values |
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| Conditioning Primitive | A conditioning tensor primitive value |
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| Content Shuffle Processor | Applies content shuffle processing to image |
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| ControlNet | Collects ControlNet info to pass to other nodes |
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| Denoise Latents | Denoises noisy latents to decodable images |
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| Divide Integers | Divides two numbers |
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| Dynamic Prompt | Parses a prompt using adieyal/dynamicprompts' random or combinatorial generator |
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| [FaceMask](./detailedNodes/faceTools.md#facemask) | Generates masks for faces in an image to use with Inpainting |
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| [FaceIdentifier](./detailedNodes/faceTools.md#faceidentifier) | Identifies and labels faces in an image |
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| [FaceOff](./detailedNodes/faceTools.md#faceoff) | Creates a new image that is a scaled bounding box with a mask on the face for Inpainting |
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| Float Math | Perform basic math operations on two floats |
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| Float Primitive Collection | A collection of float primitive values |
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| Float Primitive | A float primitive value |
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| Float Range | Creates a range |
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| HED (softedge) Processor | Applies HED edge detection to image |
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| Blur Image | Blurs an image |
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| Extract Image Channel | Gets a channel from an image. |
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| Image Primitive Collection | A collection of image primitive values |
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| Integer Math | Perform basic math operations on two integers |
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| Convert Image Mode | Converts an image to a different mode. |
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| Crop Image | Crops an image to a specified box. The box can be outside of the image. |
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| Image Hue Adjustment | Adjusts the Hue of an image. |
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| Inverse Lerp Image | Inverse linear interpolation of all pixels of an image |
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| Image Primitive | An image primitive value |
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| Lerp Image | Linear interpolation of all pixels of an image |
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| Offset Image Channel | Add to or subtract from an image color channel by a uniform value. |
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| Multiply Image Channel | Multiply or Invert an image color channel by a scalar value. |
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| Multiply Images | Multiplies two images together using `PIL.ImageChops.multiply()`. |
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| Blur NSFW Image | Add blur to NSFW-flagged images |
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| Paste Image | Pastes an image into another image. |
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| ImageProcessor | Base class for invocations that preprocess images for ControlNet |
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| Resize Image | Resizes an image to specific dimensions |
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| Round Float | Rounds a float to a specified number of decimal places |
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| Float to Integer | Converts a float to an integer. Optionally rounds to an even multiple of a input number. |
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| Scale Image | Scales an image by a factor |
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| Image to Latents | Encodes an image into latents. |
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| Add Invisible Watermark | Add an invisible watermark to an image |
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| Solid Color Infill | Infills transparent areas of an image with a solid color |
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| PatchMatch Infill | Infills transparent areas of an image using the PatchMatch algorithm |
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| Tile Infill | Infills transparent areas of an image with tiles of the image |
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| Integer Primitive Collection | A collection of integer primitive values |
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| Integer Primitive | An integer primitive value |
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| Iterate | Iterates over a list of items |
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| Latents Primitive Collection | A collection of latents tensor primitive values |
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| Latents Primitive | A latents tensor primitive value |
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| Latents to Image | Generates an image from latents. |
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| Leres (Depth) Processor | Applies leres processing to image |
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| Lineart Anime Processor | Applies line art anime processing to image |
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| Lineart Processor | Applies line art processing to image |
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| LoRA Loader | Apply selected lora to unet and text_encoder. |
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| Main Model Loader | Loads a main model, outputting its submodels. |
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| Combine Mask | Combine two masks together by multiplying them using `PIL.ImageChops.multiply()`. |
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| Mask Edge | Applies an edge mask to an image |
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| Mask from Alpha | Extracts the alpha channel of an image as a mask. |
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| Mediapipe Face Processor | Applies mediapipe face processing to image |
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| Midas (Depth) Processor | Applies Midas depth processing to image |
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| MLSD Processor | Applies MLSD processing to image |
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| Multiply Integers | Multiplies two numbers |
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| Noise | Generates latent noise. |
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| Normal BAE Processor | Applies NormalBae processing to image |
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| ONNX Latents to Image | Generates an image from latents. |
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| ONNX Prompt (Raw) | A node to process inputs and produce outputs. May use dependency injection in **init** to receive providers. |
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| ONNX Text to Latents | Generates latents from conditionings. |
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| ONNX Model Loader | Loads a main model, outputting its submodels. |
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| OpenCV Inpaint | Simple inpaint using opencv. |
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| Openpose Processor | Applies Openpose processing to image |
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| PIDI Processor | Applies PIDI processing to image |
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| Prompts from File | Loads prompts from a text file |
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| Random Integer | Outputs a single random integer. |
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| Random Range | Creates a collection of random numbers |
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| Integer Range | Creates a range of numbers from start to stop with step |
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| Integer Range of Size | Creates a range from start to start + size with step |
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| Resize Latents | Resizes latents to explicit width/height (in pixels). Provided dimensions are floor-divided by 8. |
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| SDXL Compel Prompt | Parse prompt using compel package to conditioning. |
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| SDXL LoRA Loader | Apply selected lora to unet and text_encoder. |
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| SDXL Main Model Loader | Loads an sdxl base model, outputting its submodels. |
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| SDXL Refiner Compel Prompt | Parse prompt using compel package to conditioning. |
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| SDXL Refiner Model Loader | Loads an sdxl refiner model, outputting its submodels. |
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| Scale Latents | Scales latents by a given factor. |
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| Segment Anything Processor | Applies segment anything processing to image |
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| Show Image | Displays a provided image, and passes it forward in the pipeline. |
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| Step Param Easing | Experimental per-step parameter easing for denoising steps |
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| String Primitive Collection | A collection of string primitive values |
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| String Primitive | A string primitive value |
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| Subtract Integers | Subtracts two numbers |
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| Tile Resample Processor | Tile resampler processor |
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| Upscale (RealESRGAN) | Upscales an image using RealESRGAN. |
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| VAE Loader | Loads a VAE model, outputting a VaeLoaderOutput |
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| Zoe (Depth) Processor | Applies Zoe depth processing to image |
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