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Nodes-FaceTools (FaceIdentifier, FaceOff, FaceMask) (#4576)

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* node-FaceTools

* Added more documentation for facetools

* invert FaceMask masking

- FaceMask had face protected and surroundings change by default (face white, else black)
- Change to how FaceOff/others work: the opposite where surroundings protected, face changes by default (face black, else white)

* reflect changed facemask behaviour in docs

* add FaceOff+FaceMask workflows

- Add FaceOff and FaceMask example workflows to docs/workflows

* add FaceMask+FaceOff workflows to exampleworkflows.md

- used invokeai URL paths mimicking other workflow URLs, hopefully they translate when/if merged

* inheriting, typehints, black/isort/flake8

- modified FaceMask and FaceOff output classes to inherit base image, height, width from ImageOutput
- Added type annotations to helper functions, required some reworking of code's stored data

* remove credit header

- Was in my personal/repo copy, don't think it's necessary if merged.

* Optionals & image declaration duplication

- Added Optional[] to optional outputs and types
- removed duplication of image = context.services.images.get_pil_images(self.image.image_name) declaration
- Still need to find a way to deal with mask_pil None typing errors

* face(facetools): fix typing issues, add validation, clean up structure

* feat(facetools): update field descriptions

* Update FaceOff_FaceScale2x.json

- update FaceOff workflow after Bounded Image field removed in place of inheriting Image out field from ImageOutput

* feat(facetools): pass through original image on facemask if invalid face ids requested

* feat(facetools): tidy variable names & fn calls

* feat(facetools): bundle inter font, draw ids with it

Inter is a SIL Open Font license. The license is included and is fully permissive. Inter is the same font the UI and commercial application already uses.

Only the "regular" version is bundled.

* chore(facetools): isort & fix mypy issues

* docs(facetools): update and format docs

---------

Co-authored-by: Millun Atluri <millun.atluri@gmail.com>
Co-authored-by: Millun Atluri <Millu@users.noreply.github.com>
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
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ymgenesis
2023-09-29 09:54:13 +02:00
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commit 95fd2ee6ff
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docs/nodes/defaultNodes.md
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@ -1,6 +1,6 @@
# List of Default Nodes
The table below contains a list of the default nodes shipped with InvokeAI and their descriptions.
The table below contains a list of the default nodes shipped with InvokeAI and their descriptions.
| Node <img width=160 align="right"> | Function |
|: ---------------------------------- | :--------------------------------------------------------------------------------------|
@ -17,11 +17,12 @@ The table below contains a list of the default nodes shipped with InvokeAI and t
|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.|
|[FaceMask](./detailedNodes/faceTools.md#facemask) | Generates masks for faces in an image to use with Inpainting|
|[FaceIdentifier](./detailedNodes/faceTools.md#faceidentifier) | Identifies and labels faces in an image|
|[FaceOff](./detailedNodes/faceTools.md#faceoff) | Creates a new image that is a scaled bounding box with a mask on the face for Inpainting|
|Float Math | Perform basic math operations on two floats|
|Float Primitive Collection | A collection of float primitive values|
|Float Primitive | A float primitive value|
@ -76,6 +77,7 @@ The table below contains a list of the default nodes shipped with InvokeAI and t
|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.|
|OpenCV Inpaint | Simple inpaint using opencv.|
|Openpose Processor | Applies Openpose processing to image|
|PIDI Processor | Applies PIDI processing to image|
|Prompts from File | Loads prompts from a text file|
@ -97,5 +99,6 @@ The table below contains a list of the default nodes shipped with InvokeAI and t
|String Primitive | A string primitive value|
|Subtract Integers | Subtracts two numbers|
|Tile Resample Processor | Tile resampler processor|
|Upscale (RealESRGAN) | Upscales an image using RealESRGAN.|
|VAE Loader | Loads a VAE model, outputting a VaeLoaderOutput|
|Zoe (Depth) Processor | Applies Zoe depth processing to image|