Update communityNodes.md (#5184)

Added New Match Histogram node
Updated XYGrid nodes and Prompt Tools nodes

## What type of PR is this? (check all applicable)

- [ ] Refactor
- [ ] Feature
- [ ] Bug Fix
- [ ] Optimization
- [x] Documentation Update
- [ ] Community Node Submission


## Have you discussed this change with the InvokeAI team?
- [ ] Yes
- [ ] No, because:

      
## Have you updated all relevant documentation?
- [ ] Yes
- [ ] No


## Description


## Related Tickets & Documents

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## QA Instructions, Screenshots, Recordings

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## Added/updated tests?

- [ ] Yes
- [ ] No : _please replace this line with details on why tests
      have not been included_

## [optional] Are there any post deployment tasks we need to perform?
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@ -8,7 +8,7 @@ To use a node, add the node to the `nodes` folder found in your InvokeAI install
The suggested method is to use `git clone` to clone the repository the node is found in. This allows for easy updates of the node in the future. The suggested method is to use `git clone` to clone the repository the node is found in. This allows for easy updates of the node in the future.
If you'd prefer, you can also just download the `.py` file from the linked repository and add it to the `nodes` folder. If you'd prefer, you can also just download the whole node folder from the linked repository and add it to the `nodes` folder.
To use a community workflow, download the the `.json` node graph file and load it into Invoke AI via the **Load Workflow** button in the Workflow Editor. To use a community workflow, download the the `.json` node graph file and load it into Invoke AI via the **Load Workflow** button in the Workflow Editor.
@ -26,6 +26,7 @@ To use a community workflow, download the the `.json` node graph file and load i
+ [Image Picker](#image-picker) + [Image Picker](#image-picker)
+ [Load Video Frame](#load-video-frame) + [Load Video Frame](#load-video-frame)
+ [Make 3D](#make-3d) + [Make 3D](#make-3d)
+ [Match Histogram](#match-histogram)
+ [Oobabooga](#oobabooga) + [Oobabooga](#oobabooga)
+ [Prompt Tools](#prompt-tools) + [Prompt Tools](#prompt-tools)
+ [Remote Image](#remote-image) + [Remote Image](#remote-image)
@ -208,6 +209,23 @@ This includes 15 Nodes:
<img src="https://gitlab.com/srcrr/shift3d/-/raw/main/example-1.png" width="300" /> <img src="https://gitlab.com/srcrr/shift3d/-/raw/main/example-1.png" width="300" />
<img src="https://gitlab.com/srcrr/shift3d/-/raw/main/example-2.png" width="300" /> <img src="https://gitlab.com/srcrr/shift3d/-/raw/main/example-2.png" width="300" />
--------------------------------
### Match Histogram
**Description:** An InvokeAI node to match a histogram from one image to another. This is a bit like the `color correct` node in the main InvokeAI but this works in the YCbCr colourspace and can handle images of different sizes. Also does not require a mask input.
- Option to only transfer luminance channel.
- Option to save output as grayscale
A good use case for this node is to normalize the colors of an image that has been through the tiled scaling workflow of my XYGrid Nodes.
See full docs here: https://github.com/skunkworxdark/Prompt-tools-nodes/edit/main/README.md
**Node Link:** https://github.com/skunkworxdark/match_histogram
**Output Examples**
<img src="https://github.com/skunkworxdark/match_histogram/assets/21961335/ed12f329-a0ef-444a-9bae-129ed60d6097" width="300" />
-------------------------------- --------------------------------
### Oobabooga ### Oobabooga
@ -237,22 +255,30 @@ This node works best with SDXL models, especially as the style can be described
-------------------------------- --------------------------------
### Prompt Tools ### Prompt Tools
**Description:** A set of InvokeAI nodes that add general prompt manipulation tools. These were written to accompany the PromptsFromFile node and other prompt generation nodes. **Description:** A set of InvokeAI nodes that add general prompt (string) manipulation tools. Designed to accompany the `Prompts From File` node and other prompt generation nodes.
1. `Prompt To File` - saves a prompt or collection of prompts to a file. one per line. There is an append/overwrite option.
2. `PTFields Collect` - Converts image generation fields into a Json format string that can be passed to Prompt to file.
3. `PTFields Expand` - Takes Json string and converts it to individual generation parameters. This can be fed from the Prompts to file node.
4. `Prompt Strength` - Formats prompt with strength like the weighted format of compel
5. `Prompt Strength Combine` - Combines weighted prompts for .and()/.blend()
6. `CSV To Index String` - Gets a string from a CSV by index. Includes a Random index option
The following Nodes are now included in v3.2 of Invoke and are nolonger in this set of tools.<br>
- `Prompt Join` -> `String Join`
- `Prompt Join Three` -> `String Join Three`
- `Prompt Replace` -> `String Replace`
- `Prompt Split Neg` -> `String Split Neg`
1. PromptJoin - Joins to prompts into one.
2. PromptReplace - performs a search and replace on a prompt. With the option of using regex.
3. PromptSplitNeg - splits a prompt into positive and negative using the old V2 method of [] for negative.
4. PromptToFile - saves a prompt or collection of prompts to a file. one per line. There is an append/overwrite option.
5. PTFieldsCollect - Converts image generation fields into a Json format string that can be passed to Prompt to file.
6. PTFieldsExpand - Takes Json string and converts it to individual generation parameters This can be fed from the Prompts to file node.
7. PromptJoinThree - Joins 3 prompt together.
8. PromptStrength - This take a string and float and outputs another string in the format of (string)strength like the weighted format of compel.
9. PromptStrengthCombine - This takes a collection of prompt strength strings and outputs a string in the .and() or .blend() format that can be fed into a proper prompt node.
See full docs here: https://github.com/skunkworxdark/Prompt-tools-nodes/edit/main/README.md See full docs here: https://github.com/skunkworxdark/Prompt-tools-nodes/edit/main/README.md
**Node Link:** https://github.com/skunkworxdark/Prompt-tools-nodes **Node Link:** https://github.com/skunkworxdark/Prompt-tools-nodes
**Workflow Examples**
<img src="https://github.com/skunkworxdark/prompt-tools/blob/main/images/CSVToIndexStringNode.png" width="300" />
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### Remote Image ### Remote Image
@ -339,15 +365,27 @@ Highlights/Midtones/Shadows (with LUT blur enabled):
-------------------------------- --------------------------------
### XY Image to Grid and Images to Grids nodes ### XY Image to Grid and Images to Grids nodes
**Description:** Image to grid nodes and supporting tools. **Description:** These nodes add the following to InvokeAI:
- Generate grids of images from multiple input images
- Create XY grid images with labels from parameters
- Split images into overlapping tiles for processing (for super-resolution workflows)
- Recombine image tiles into a single output image blending the seams
1. "Images To Grids" node - Takes a collection of images and creates a grid(s) of images. If there are more images than the size of a single grid then multiple grids will be created until it runs out of images. The nodes include:
2. "XYImage To Grid" node - Converts a collection of XYImages into a labeled Grid of images. The XYImages collection has to be built using the supporting nodes. See example node setups for more details. 1. `Images To Grids` - Combine multiple images into a grid of images
2. `XYImage To Grid` - Take X & Y params and creates a labeled image grid.
3. `XYImage Tiles` - Super-resolution (embiggen) style tiled resizing
4. `Image Tot XYImages` - Takes an image and cuts it up into a number of columns and rows.
5. Multiple supporting nodes - Helper nodes for data wrangling and building `XYImage` collections
See full docs here: https://github.com/skunkworxdark/XYGrid_nodes/edit/main/README.md See full docs here: https://github.com/skunkworxdark/XYGrid_nodes/edit/main/README.md
**Node Link:** https://github.com/skunkworxdark/XYGrid_nodes **Node Link:** https://github.com/skunkworxdark/XYGrid_nodes
**Output Examples**
<img src="https://github.com/skunkworxdark/XYGrid_nodes/blob/main/images/collage.png" width="300" />
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### Example Node Template ### Example Node Template