hi mira, i have a few suggestions

ComfyUI_Mira

A custom node for ComfyUI to improve all those custom nodes I feel not comfortable in my workflow.

Installation

Clone the repository to custom_nodes in your ComfyUI\custom_nodes directory:

git clone https://github.com/mirabarukaso/ComfyUI_Mira.git

Functions

Mask

Create Tilling PNG Mask

Create a Tilling PNG image with Color Mask stack for regional conditioning mask.
Ideas from sd-webui-regional-prompter

Inputs	Description
`Width` `Height`	Image size, could be difference with cavan size, but recommended to connect them together.
`Colum_first`	A boolean trigger, when enabled, will treat default cut as a horizontal cut.
`Rows` `Colums`	Define how many `Blocks` you want, all `Blocks` are the same weight. (Blocks = Rows x Colums) Low prority, only works when Layout is incorrect.
`Layout`	Customized `Blocks` with layouts input. e.g. `1,2,1,1;2,4,6` `0-9` `,` `;` Check Examples section for more detail. High prority, in case you don't need custom layout, simply put `#` here.

Outputs	Description
`Image`	Visualisation Image of your Layout.
`PngColorMasks`	A List contains all your Blocks' color information. Connect to `Create PNG Mask` `Color Mask to HEX String` `Color Mask to INT RGB` `Color Masks List`
`PngRectangles`	A List contains all PNG Blocks' rectangle informationm, last one is the whole Image's Width and Height.
`Debug`	Debug information as String.

Examples	Description
`0-9`	Block weights
`,`	A normal segmentation. Let's call it `N` cut
`;`	A high-priority segmentation perpendicular to the normal direction. Let's call it `G` cut
`1,2,1,1;2,4,6` `Colum_first ENABLED`	When combining `,` and `;`, the first and the following `;` elements are treated as the weight of `G` for current cavans. Node will first split the canvas with weight `1` and `;2` as `G` cuts. Then split the following parts with `2,1,1` and `4,6` as `N` cuts. NOTE: The arithmetic logic here are different from WebUI, please use "Colum_first" if you need to change the direction, don't replace `,` and `;` directly.
`1,2,3,2,1` `Colum_first DISABLED`	A simple horizontal `N` cut with weights.
`1,2,3,2,1` `Colum_first ENABLED`	A simple vertical `N` cut with weights.

1,2,1,1;2,4,6 with Colum_first	1,2,3,2,1	1,2,3,2,1 with Colum_first

Create Nested Rectangles PNG Mask

Create a Nested Rectangles PNG image with Color Mask stack for regional conditioning mask.
Ideas from Watermark Removal

Inputs	Description
`Width` `Height`	Image size, could be difference with cavan size, but recommended to connect them together.
`X`, `Y`	Center point (`X`,`Y`) of all Rectangles.
`unlimit_top`	When `ENABLED`, all `masks` will create from the top of Image.
`unlimit_bottom`	When `ENABLED`, all `masks` will create till the bottom of Image.
`unlimit_left`	When `ENABLED`, all `masks` will create from the left of Image.
`unlimit_right`	When `ENABLED`, all `masks` will create till the right of Image.
`Layout`	Customized `Blocks` with layouts input. e.g. `2,4,1` `0-9` `,` `;` Check Examples section for more detail.

Outputs	Description
`Image`	Visualisation Image of your Layout.
`PngColorMasks`	A List contains all your Blocks' color information. Connect to `Create PNG Mask` `Color Mask to HEX String` `Color Mask to INT RGB` `Color Masks List`
`PngRectangles`	A List contains all PNG Blocks' rectangle informationm, last one is the whole Image's Width and Height.
`Debug`	Debug information as String.

Examples	Description
`0-9`	Block weights
`,`	A normal segmentation. `;` will treat as same as `,`
`;`	Ignored in `, ;`

2,4,1	2,4,1 unlimit bottom	2,4,1 unlimit bottom and right and blur 16

PngColor Masks to Mask List

Convert ranged PngColorMasks to Masks with(or without) Blur. Dunno if there is a proper way to solve the output problem.
Ideas from ComfyUI_essentials

Inputs	Description
`Image`	Image from `Mira/Mask/Create PNG Mask`
`PngColorMasks`	List from `Mira/Mask/Create PNG Mask`
`Blur`	The intensity of blur around the edge of Mask, set to `0` for a solid edge.
`Start_At_Index`	The first block index number you want.

Outputs	Description
`mask_[0-9]`	The Mask for `Regional Conditioning` or Anything who need a Mask.

Solid	Blur 16.0

PngColor Mask to HEX String

Convert specified Index of PngColorMasks to HEX value. e.g. RGB(255,0,255) to #FF00FF

Inputs	Description
`PngColorMasks`	List from `Mira/Mask/Create PNG Mask`
`Index`	The block index number.

Outputs	Description
`mask_color`	The color RGB in HEX for `Regional Conditioning By Color Mask (Inspire)` or etc.

PngColor Mask to INT RGB

Convert specified Index PngColorMasks to RGB value for 🔧 Mask From Color or etc. e.g. RGB(255,0,255)

Inputs	Description
`PngColorMasks`	List from `Mira/Mask/Create PNG Mask`
`Index`	The block index number.

Outputs	Description
`R`	Red
`G`	Green
`B`	Blue

PngColor Masks to List

Convert ranged PngColorMasks to HEX value. Dunno if there is a proper way to solve the output problem.

Inputs	Description
`PngColorMasks`	List from `Mira/Mask/Create PNG Mask`
`Start_At_Index`	The first block index number you want.

Outputs	Description
`mask_color_[0-9]`	The color RGB in HEX for `Regional Conditioning By Color Mask (Inspire)` or etc.

PngRectangles to Mask (List)

Convert ranged PngRectangles to Mask with Mask Intenisity and Blur function.

Inputs (Common)	Description
`PngRectangles`	List from `Mira/Mask/Create PNG Mask`
`Intenisity`	`Intenisity` of Mask, set to `1.0` for solid Mask.
`Blur`	The intensity of blur around the edge of Mask, set to `0` for a solid edge.
`Start_At_Index`	The first block index number you want.

Inputs (Single Mask)	Description
`Overlap`	Combine the `Previous` or `Next` Masks into current Mask. `None` for disable.
`Overlap_Count`	How many `Previous` or `Next` Masks you want to combine.

Outputs	Description
Normal
`mask`	Mask with specified `Intenisity` and `Blur`.
List
`mask_[0-9]`	Masks List with specified `Intenisity` and `Blur`.

Example

Normal	Overlap

Create Mask With Canvas

Create a new mask on defined cavans.
In case you need merge multiple masks, try search MaskComposite with operation add.

Inputs	Description
`C_Width`	Width of cavans.
`C_Height`	Height of cavans.
`X`	The left point of new mask on cavans.
`Y`	The top point of new mask on cavans.
`Width`	Mask width.
`Height`	Mask height.
`Intenisity`	`Intenisity` of Mask, set to `1.0` for solid Mask.
`Blur`	The intensity of blur around the edge of Mask, set to `0` for a solid edge.

Outputs	Description
`mask`	New mask with defined cavans

Example

Create Watermark Removal Mask

Creates multiple masks at the corners of the image for subsequent watermark detection and removal.
Ideas from comfyui-lama-remover

Inputs	Description
`C_Width`	Width of cavans.
`C_Height`	Height of cavans.
`Mask_W`	Mask width, maxium value are half of cavans width.
`Mask_H`	Mask height, maxium value are half of cavans height.
`Top_L`	Create mask from top left.
`Top_R`	Create mask from top right.
`Bottom_L`	Create mask from bottom left.
`Bottom_R`	Create mask from bottom right.
`EdgeToEdge`	Preserve the N pixels at the outermost edges of the image to prevent image noise. Set to 0 for borderless.
`Intenisity`	`Intenisity` of Mask, set to `1.0` for solid Mask.
`Blur`	The intensity of blur around the edge of Mask, set to `0` for a solid edge.

Outputs	Description
`Mask`	New mask with defined cavans

Before	After

Util

Create Canvas

Create Canvas information Width and Height for Latent with Landscape switch. There's an advanced version also controls Batch and HiResMultiplier.

Inputs	Description
Basic
`Width` `Height`	Image size.
Normal
`Landscape`	Swap `Width` and `Height` by one click.
Advanced
`Batch`	Batch size.
`HiResMultiplier`	Automatically calculated (in steps of 8) for HiResFix.
`Debug`	Debug information as String.

Outputs	Description
Basic & Normal
`Width` `Height`	Image size. Swaps automatically when `Landscape` is Enabled.
Advanced
`Batch`	Batch size.
`HiRes Width` `HiRes Height`	Width and Height for HiResFix or etc. NOTE:The result is not the product of the original data, but the nearest multiple of 8.

Random Tilling Layouts

Random Tilling Mask Layout Generator for Create Tilling PNG Mask -> Layout

Highly recommend connect the output layout or Create PNG Mask -> Debug to ShowText node.
Refer to ComfyUI-Custom-Scripts

Known Issue about Seed Generator
Switching randomize to fixed now works immediately.
But, switching fixed to randomize, it need 2 times Queue Prompt to take affect. (Because of the ComfyUI logic)

Solution: Try Global Seed (Inspire) from ComfyUI-Inspire-Pack

Reminder
The rnd_seed have nothing to do with the actual random numbers, you can't get the same layout with the same rnd_seed, it is recommended to use ShowText and Notes to save your favourite layout.

Hint
Set rows or colums to 0 for only one direction cuts. Whichever is set to 0 will automatically cut according to the other non-zero setting. Just in case all fours are 0, it will return 1,1.

Inputs	Description
`min_rows` `max_rows`	Range of how many `N cuts` you may want, set both to 0 to disable it.
`min_colums` `max_colums`	Range of how many `G cuts` you may want, set both to 0 to disable it.
`max_weights_gcuts`	The maxium weight of `G cuts` range from 1 to `max_weights_gcuts`
`max_weights_ncuts`	The maxium weight of `N cuts` range from 1 to `max_weights_ncuts`
`rnd_seed`	Connect to the `Seed Generator` node, then use `Global Seed (Inspire)` node to control it properly.

Outputs	Description
`Layout`	Layouts string, you need connect it to `Create PNG Mask -> layout`

Example

Random Nested Mask Layouts

Random Nested Mask Layout Generator for Create Nested PNG Mask -> Layout

Known Issue same as upper one.

Inputs	Description
`min_nested`, `max_nested`	Range of nest you want.
`min_weights`, `max_weights`	The weight of every nest.
`rnd_seed`	Connect to the `Seed Generator` node, then use `Global Seed (Inspire)` node to control it properly.

Outputs	Description
`Layout`	Layouts string, you need connect it to `Create Nested PNG Mask -> layout`
`top`, `bottom`, `left`, `right`	Random Boolean for `Create Nested PNG Mask -> Layout`

Example

Seed Generator

Random Seed Generator for Random Layouts, same as normal random seed generator.

Text

Text Switcher

Selects text1 or text2 depending on the use_text2 and automatically adds common_text for output.

Inputs	Description
`use_text2`	When `ENABLED`, will switch `Output` to `text2 + separator + common_text`.
`common_text_at_front`	When `ENABLED`, the common text is placed in front of the text (1 or 2).
`text1`	Default output text.
`text2`	Alternative text when `use_text2` is `ENABLED`.
`common_text`	Common text input for quality tags and etc, leave it blank if you don't need it..

Outputs	Description
`text`	A combined text output.
`text_alt`	Alternative combined text output.

Example

Logic

Boolean

Few Boolean stacks.

Inputs	Description
`bool_N`	Triggers.
`bool_list`	Boolean List from `N Bool`

Outputs	Description
`bool_N`	Bool value.
`bool_list`	Boolean List to `N Bool from List`

Logic NOT

Always return not Boolean

Input	Output
`True`	`False`
`False`	`True`

Even or Odd

Check if a Integer is odd or even.

Input	Output
`Even`	`False`
`Odd`	`True`

None To Zero

Check if the check_none is None, then set return value to 0.

This is a spoofing Node to mess up with other Nodes. Imaging everyothers could follow this rule to create their Custom Node, the ComfyUI could be more Logic.
The extra logic calls do add a bit of system overhead, but it's Python, so who cares?

Inputs	Description
`check_none`	`None` or `NOT None` from `74 family`
`ret_float`	The `float` result when `NOT None`
`ret_int`	The `intenger` result when `NOT None`

Outputs	Description
`ret_float`	`AS IS` when `NOT None`, and `0` when `None`
`ret_int`	`AS IS` when `NOT None`, and `0` when `None`
`ret_image`	`AS IS` when `NOT None`, and `2x2 img` when `None`
`none_image`	`AS IS` when `NOT None`, and `None` when `None`

Even or Odd List

Checks whether each digit (decimal) of the input integer is odd or even, and returns true for even numbers and false for odd numbers.
The final output is a Boolean List which is connected to the Boolean List Interpreter.
If the input Number of digits is less than the Requirement, it will go back to the lowest digit to re-recognize and complete the list,
and the way the list is completed can be chosen as as is or not.
The output node String displays the actual results.

Inputs	Description
`integer`	Recommend connect to `Seed Generator`
`quantity`	Length of the `Boolean list`, if `quantity` is greater than `len(str(integer))`, will trigger `filling` for extra bits.
`NOT_filling`	Filling algorithm, `Enable` for switch between `NOT` and `AS IS` in future loop, `Disable` for `AS IS` in every loop.

Outputs	Description
`bool_list`	Boolean list
`result`	String result

Example

Function Swap

Swap func1 and func2 outputs depends on trigger.

Inputs	Description
`swap`	`True` or `False`
`func1`	Any function. E.g. `Mask_1`.
`func2`	Any function. E.g. `Mask_2`.

Outputs	A	B
swap	A	B
`True`	func2	func1
`False`	func1	func2

Logic-74

In case you didn't know about 74 family, refer to List of 7400-series integrated circuits

SN74LVC1G125

Single Bus Buffer Gate With Enable

OE	A
True	Y
False	None

SN74HC1G86

Single 2-Input Exclusive-OR(XOR) Gate

SN74HC86

Quadruple 2-Input Exclusive-OR(XOR) Gates

A	B	Y
True	True	None
False	False	None
True	False	A
False	True	B

Example

Numeral

Convert Numeral to String

Convert Integer or Float to String.

Floats

And, few Float stacks.

Inputs	Description
`float_N`	Triggers.
`float_list`	Float List from `N Float`

Outputs	Description
`float_N`	Float value.
`float_list`	Float List to `N Float from List`

Arithmetic (WIP as I need......)

Addition, Subtraction, Multiplication and Division.

Multiplier now renamed to Arithmetic.

Multiplication

Integer and Float Multiplier with various output interfaces.
There is also an Integer to Float Multiplier, connect to Seed Generator (x0.1) for Even or Odd and Text Switcher.

Inputs	Description
`int_value` `float_value`	The number you want to multiply.
`multiply_value`	How many times?

Outputs	Description
`Integer`	`Integer` result. When converting `Floating` to `Integer`, the fractional part are discarded.
`Float`	`Float` result.
`String`	Convert result to `String`.

Subtraction

Integer Subtraction with various output interfaces.

Mostly usage for Create Mask With Cavans, connect Y with Result then connect height with subtracted_value.

Inputs	Description
`int_value`	Subtracted number.
`subtracted_value`	Subtracted by how much?

Outputs	Description
`Integer`	`Integer` result.
`String`	Convert result to `String`.
`subtracted_value`	As is

Example

Overview - Regional Conditioning Mask with HiRes Fix

SDXL without 74 triggers and (customized) Ultimate SD Upscale

SDXL

Latest Change Log

2024.06.07 Ver 0.4.2.1

・Modify Text Switcher now support alternative text output for regional condition 2 charaters
・Move old logs to CHANGELOGS.md

mirabarukaso / comfyui_mira Goto Github PK

comfyui_mira's Introduction

ComfyUI_Mira

Installation

Functions

Mask

Create Tilling PNG Mask

Create Nested Rectangles PNG Mask

PngColor Masks to Mask List

PngColor Mask to HEX String

PngColor Mask to INT RGB

PngColor Masks to List

PngRectangles to Mask (List)

Create Mask With Canvas

Create Watermark Removal Mask

Util

Create Canvas

Random Tilling Layouts

Random Nested Mask Layouts

Seed Generator

Text

Text Switcher

Logic

Boolean

Logic NOT

Even or Odd

None To Zero

Even or Odd List

Function Swap

Logic-74

SN74LVC1G125

SN74HC1G86

SN74HC86

Numeral

Convert Numeral to String

Floats

Arithmetic (WIP as I need......)

Multiplication

Subtraction

Overview - Regional Conditioning Mask with HiRes Fix

Latest Change Log

2024.06.07 Ver 0.4.2.1

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