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 | | --- | --- | --- | | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_mask2rgb.png" width=35% height=35%> | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_mask2rgb_12321_f.png" width=35% height=35%> | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_mask2rgb_12321_t.png" width=35% height=35%> |

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. |

| 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 | | --- | --- | --- | | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_createnestedpng.png" width=35% height=35%> | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_createnestedpng_ub.png" width=35% height=35%> | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_createnestedpng_ubr_b16.png" width=35% height=35%> |

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 | | --- | --- | | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_mask2mask_solid.png" width=35% height=35%> | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_mask2mask_blur.png" width=35% height=35%> |

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 | | --- | --- | | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_pngrect2masks.png" width=35% height=35%> | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_pngrect2masks_overlap.png" width=35% height=35%> |

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
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_createmaskwithcavans.png" width=35% height=35%>

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 | | --- | --- | | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_watermark_removal_mask_before.png" width=35% height=35%> | <img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_watermark_removal_mask_after.png" width=35% height=35%> |

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
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_random_layouts.png" width=35% height=35%>

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
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_random_nested_layouts.png" width=35% height=35%>

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
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_text_switcher.png" width=35% height=35%>

Text Combiner

Simply combine text inputs together, switch them to input node as you wish, then connect to Text Switcher or Simple Text Box

| Inputs | Description | | --- | --- | | text1-6 | Default output text. |

| Outputs | Description | | --- | --- | | text | A combined text output. |

For Text Combiner Six, you can use my naming logic to make the whole workflow easier to understand.

| Inputs | Description | | --- | --- | | text1 | All common prompts for model required. e.g. score_9, score_8_up, score_7_up, score_6_up, score_5_up, best quality, masterpiece,| | text2| Base information for what you want. e.g. camera front view, low angle view,, style cyberpunk, reflection,, location street, outdoors,, characters (number) 1anthro | | text3 | The Charater's pose information. e.g. smile, standing, open mouth, looking at viewer,| | text4 | The Charater's race and outlook information. e.g. anthro dragon, no pupils, cowboy shot, (4 fingers:1.2), claws, (hair slicked back:1.1), and (two-tone scales, (blue scales:1.2), grey stomach scales, cyan striped, cyan hair, black sclera, gold eyes:1.1), (wet, shark dragon, shark tail, (skin-covered dragon horn:1.3), arm fins, ear fins, gills, (mohawk:0.9), sidelocks:1.1),| | text5 | LoRA trigger words. | | text6 | Any addional informaion you want. e.g. glowing eyes, |

Text Switcher Two/Three Ways

Found a satisfied random number and didn't want to mess up your regional nodes too much?
Reminder: In case you are not use a symmetrical(1:1:1) Mask, do not forget your Mask Layout

| Inputs | Description | | --- | --- | | text1-3 | Full combined text before Regional confiton | | switch | Boolean/List for how to switch outputs |

| Outputs | Description | | --- | --- | | text1-3 | As is, but switched order |

Three ways
| Switch | Output | | --- | --- | | False | text1 text2 | | True | text2 text1 |

Three ways
| Switch | Output | | --- | --- | | 1 | 123 | | 2 | 132 | | 3 | 213 | | 4 | 231 | | 5 | 312 | | 6 | 321 |

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
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_evenoroddlist.png" width=35% height=35%>

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
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_SN74HC86.png" width=35% height=35%>

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
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/example_subtraction.png" width=35% height=35%>

LoRA

LoRA Loader With Name Stacker

A simple LoRA loader with name stacker for any website that could not identify all LoRAs' information from image.
Apparently that only happens with ComfyUI...

| Inputs | Description | | --- | --- | | model | Your Model node, the purple one. | | clip | Your Clip node, the lemon yellow one. | | lora_name | Selected LoRA. | | strength_model | LoRA strength for Model. | | strength_clip | LoRA strength for Clip. | | bypass | Bypass current LoRA. |

| Optional Input | Description | | --- | --- | | lora_stack | A STRING array from previous LoRA Loader With Name Stacker. | Reminder: leave the locomotive(first one) empty.

| Outputs | Description | | --- | --- | | MODEL | Model | | CLIP | CLIP | | lora_stack | New STRING array with current LoRA name and strength information. AS is when bypass is Enable or strengths are all 0. | Reminder: For the 2nd Hires fix, the same LoRA name will be ignored.

Overview - Regional Conditioning Mask with HiRes Fix

SDXL with LoRA Train
<img src="https://github.com/mirabarukaso/ComfyUI_Mira/blob/main/examples/overview01.png" width=50% height=50%>

Latest Change Log

2024.08.16 Ver 0.4.4.0

・Add LoRA Loader With Name Stacker
・・Better performance than LoRA Loader with Block Weight
・Remove Create Polygon PNG Mask
・Remove Create Circle Mask

Nodes Browser

ComfyDeploy: How ComfyUI_Mira works in ComfyUI?

What is ComfyUI_Mira?

How to install it in ComfyDeploy?