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Merge pull request #216 from jakechai/main

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Jake Chai
2025-11-07 16:36:03 +08:00
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@@ -329,7 +329,7 @@ If you like what I share, please support me with [PayPal](https://paypal.me/jake
4. Add more choices for Random Prompter Nodes with more refined and accurate categories.
- 2025-11-07 - v2.3.1
1. Set SDXL Target Res node `DEPRECATED = True`.
1. Add Nodes description.
## Installation
1. `git clone https://github.com/jakechai/ComfyUI-JakeUpgrade` into the `custom_nodes` folder
@@ -366,6 +366,310 @@ If you like what I share, please support me with [PayPal](https://paypal.me/jake
> [!NOTE]
> - Files in the replacement folder need to be updated by hand if needed.
## JakeUpgrade Nodes
<details>
<summary><b>Custom Nodes</b></summary>
- 3D Nodes
![image](imgs/nodes/3D/Orbit%20Poses%20JK.png)
Orbit Poses JK🐉: Generate 3D camera track pose configurations, supporting multiple preset and custom parameters.
![image](imgs/nodes/3D/Orbit%20Lists%20to%20Orbit%20Poses%20JK.png)
Orbit Lists to Orbit Poses JK🐉: Convert track list format to camera pose format.
![image](imgs/nodes/3D/Orbit%20Poses%20to%20Orbit%20Lists%20JK.png)
Orbit Poses to Orbit Lists JK🐉: Convert camera pose format to track list format.
![image](imgs/nodes/3D/Get%20Orbit%20Poses%20From%20List%20JK.png)
Get Orbit Poses From List JK🐉:Select a specific pose by index from a list of camera poses.
- Audio Nodes
![image](imgs/nodes/Audio/Scene%20Cuts%20JK.png)
Scene Cuts JK🐉: Create scene cuts based on multiple cut point times or durations and an optional audio duration.
![image](imgs/nodes/Audio/Cut%20Audio%20JK.png)
Cut Audio JK🐉: Cut an audio file based on start and end time.
![image](imgs/nodes/Audio/Cut%20Audio%20Index JK.png)
Cut Audio Index JK🐉: Cut an audio file based on scene cuts metadata and cut index.
![image](imgs/nodes/Audio/Cut%20Audio%20Cuts%20JK.png)
Cut Audio Cuts JK🐉: Merge all cuts from scene_cuts into a single audio file in chronological order.
![image](imgs/nodes/Audio/Cut%20Audio%20Loop%20JK.png)
Cut Audio Loop JK🐉: Cut an audio file based on loop metadata and cut index.
- Video Nodes
![image](imgs/nodes/Video/Create%20Loop%20Schedule%20List%20JK.png)
Create Loop Schedule List JK🐉: Generate a sequential integer list for animation loop scheduling.
![image](imgs/nodes/Video/Wan%20Frame%20Count%20JK.png)
Wan Frame Count JK🐉: Calculate WAN-compatible frame count by rounding up to nearest multiple of 4 plus 1.
![image](imgs/nodes/Video/Wan22%20cfg%20Scheduler%20List%20JK.png)
Wan22 cfg Scheduler List JK🐉: Generate CFG scheduler list with initial and subsequent values for WAN 2.2.
![image](imgs/nodes/Video/Wan%20Wrapper%20Sampler%20Default%20JK.png)
Wan Wrapper Sampler Default JK🐉: Provide default sampler settings for WAN wrapper including scheduler and rope function.
- Prompt Nodes
![image](imgs/nodes/Prompt/Random%20Prompter%20JK.png)
Random Prompter JK🐉: Random prompt generator with categorized options for scene, motion, facial actions, expressions, lighting, camera, style, and description. Supports manual selection, random generation, and image reference integration for comprehensive prompt creation.
![image](imgs/nodes/Prompt/Random%20Prompter%20Geek%20JK.png)
Random Prompter Geek JK🐉: Random Prompter Geek version: Build prompts using category tags that are replaced with random content at runtime. Supports manual category selection and automatic tag insertion.
![image](imgs/nodes/Prompt/Prompt%20Combine%20JK.png)
Prompt Combine JK🐉: Merge the two strings into one and clean up the result.
- ControlNet Nodes
![image](imgs/nodes/ControlNet/ControlNet%20Loader%20JK.png)
ControlNet Loader JK🐉: Load ControlNet models with configurable union types.
![image](imgs/nodes/ControlNet/Multi-ControlNet%20Param%20Stack%20JK.png)
Multi-ControlNet Param Stack JK🐉: Stack multiple ControlNet parameters for complex control scenarios.
![image](imgs/nodes/ControlNet/Apply%20ControlNet%20JK.png)
Apply ControlNet JK🐉: Apply single ControlNet to conditioning with mask support.
![image](imgs/nodes/ControlNet/Apply%20Multi-ControlNet%20Adv%20JK.png)
Apply Multi-ControlNet%20Adv%20JK🐉: Apply multiple ControlNets from stack to conditioning.
- LoRA Nodes
![image](imgs/nodes/LoRA/LoRA%20Stack%20JK.png)
LoRA Stack JK🐉: Stack multiple LoRA models with prompt and metadata generation.
![image](imgs/nodes/LoRA/Apply%20LoRA%20Stack%20JK.png)
Apply LoRA Stack JK🐉: Apply multiple LoRA models from stack to both model and CLIP.
![image](imgs/nodes/LoRA/LoRA%20Stack%20Model%20Only%20JK.png)
LoRA Stack Model Only JK🐉: Stack LoRA models for model-only application.
![image](imgs/nodes/LoRA/Apply%20LoRA%20Stack%20Model%20Only%20JK.png)
Apply LoRA Stack Model Only JK🐉: Apply multiple LoRA models from stack to model only.
- Image Nodes
![image](imgs/nodes/Image/Rough%20Outline%20JK.png)
Rough Outline JK🐉: Extract rough outlines from images using Canny edge detection and contour processing.
![image](imgs/nodes/Image/Open+DW%20Pose%20JK.png)
Open+DW Pose JK🐉: Combine DWPose and OpenPose images by removing and reserving specific colors.
![image](imgs/nodes/Image/Make%20Image%20Grid%20JK.png)
Make Image Grid JK🐉: Create image grid from multiple images with specified rows or columns.
![image](imgs/nodes/Image/Split%20Image%20Grid%20JK.png)
Split Image Grid JK🐉: Split image grid into individual images based on rows or columns.
![image](imgs/nodes/Image/Image%20Remove%20Alpha%20JK.png)
Image Remove Alpha JK🐉: Remove alpha channel from RGBA images and convert to RGB.
![image](imgs/nodes/Image/Color%20Grading%20JK.png)
Color Grading JK🐉: Apply color grading with brightness, contrast, saturation and RGB channel adjustments.
![image](imgs/nodes/Image/Image%20Crop%20by%20Mask%20Resolution%20Grp%20JK.png)
Image Crop by Mask Resolution Grp JK🐉: Calculate crop parameters based on mask with various resolution options.
![image](imgs/nodes/Image/Image%20Crop%20by%20Mask%20Params%20JK.png)
Image Crop by Mask Params JK🐉: Provide crop parameters for mask-based image cropping operations.
![image](imgs/nodes/Image/Scale%20To%20Resolution%20JK.png)
Scale To Resolution JK🐉: Scale image to target resolution based on width, height or megapixel constraints.
![image](imgs/nodes/Image/Enchance%20And%20Resize%20Hint%20Images%20JK.png)
Enchance And Resize Hint Images JK🐉: Enhance hint images with high quality resizing, edge processing and multiple resize modes.
- Mask Nodes
![image](imgs/nodes/Mask/Is%20Mask%20Empty%20JK.png)
Is Mask Empty JK🐉: Check if mask is completely empty (contains only zeros).
- Math Nodes
![image](imgs/nodes/Math/Math%20Nodes-Conversion.png)
Conversion nodes: BoolToInt JK🐉 | IntToBool JK🐉 | FloatToInt JK🐉 | IntToFloat JK🐉
![image](imgs/nodes/Math/Math%20Nodes-Bool.png)
Boolean Math nodes: BoolUnaryOp JK🐉 | BoolBinaryOp JK🐉 | Bool And JK🐉 | Bool OR JK🐉
![image](imgs/nodes/Math/Math%20Nodes-String.png)
String Math Node: StringBinaryCon JK🐉
![image](imgs/nodes/Math/Math%20Nodes_Float.png)
Float Math Nodes: FloatUnaryCon JK🐉 | FloatBinaryCon JK🐉 | FloatUnaryOp JK🐉 | FloatBinaryOp JK🐉
![image](imgs/nodes/Math/Math%20Nodes-Int.png)
Int Math Nodes: IntUnaryCon JK🐉 | IntBinaryCon JK🐉 | IntUnaryOp JK🐉 | IntBinaryOp JK🐉 | IntSubOp JK🐉
![image](imgs/nodes/Math/Math%20Nodes-Evaluate.png)
Evaluate Nodes: Evaluate Ints JK🐉 | Evaluate Floats JK🐉 | Evaluate String JK🐉 | Evaluate Examples JK🐉
- Misc Nodes
![image](imgs/nodes/Misc/Project%20Setting%20JK.png)
Project Setting JK🐉: Project settings for workflow organization with customizable naming patterns.
![image](imgs/nodes/Misc/Ksampler%20Parameters%20Default%20JK.png)
Ksampler Parameters Default JK🐉: Default parameters for KSampler (steps, CFG scale, denoise strength).
![image](imgs/nodes/Misc/Ksampler%20Adv%20Parameters%20Default%20JK.png)
Ksampler Adv Parameters Default JK🐉: Advanced KSampler parameters for step control and scheduling.
![image](imgs/nodes/Misc/Inject%20Noise%20Params%20JK.png)
Inject Noise Params JK🐉: Parameters for noise injection with seed and strength control.
![image](imgs/nodes/Misc/SD3%20Prompts%20Switch%20JK.png)
SD3 Prompts Switch JK🐉: Switch between different prompt types for SD3 (CLIP-L, CLIP-G, T5-XXL).
![image](imgs/nodes/Misc/Guidance%20Default%20JK.png)
Guidance Default JK🐉: Default guidance scale value for model conditioning.
![image](imgs/nodes/Misc/Image%20Resize%20Mode%20JK.png)
Image Resize Mode JK🐉: Image resize mode selection for various resizing strategies.
![image](imgs/nodes/Misc/Sampler%20Loader%20JK.png)
Sampler Loader JK🐉: Sampler and scheduler selection with name output.
![image](imgs/nodes/Misc/Upscale%20Method%20JK🐉 .png)
Upscale Method JK🐉: Upscale method selection for images and latents.
![image](imgs/nodes/Misc/Aspect%20Ratio%20JK🐉 .png)
Aspect Ratio JK🐉: Aspect ratio selector for various model types with custom resolution support.
![image](imgs/nodes/Misc/String%20To%20Combo%20JK.png)
String To Combo JK🐉: Convert comma-separated string to combo selection (first item).
![image](imgs/nodes/Misc/Get%20Nth%20String%20JK.png)
Get Nth String JK🐉: Get nth item from comma-separated string list with type conversion.
![image](imgs/nodes/Misc/Save%20String%20List%20To%20JSON%20JK.png)
Save String List To JSON JK🐉: Save string data to JSON file with overwrite control and directory creation.
![image](imgs/nodes/Misc/Load%20String%20List%20From%20JSON JK.png)
Load String List From JSON JK🐉: Load string data from JSON file with caching and force reload options.
![image](imgs/nodes/Misc/Tiling%20Mode%20JK.png)
Tiling Mode JK🐉: Tiling mode selection for image generation.
- Switch Nodes
![image](imgs/nodes/Swotcj/Switch%20Nodes.png)
Boolean JK🐉
Image Input Switch JK🐉
Mask Input Switch JK🐉
Int Input Switch JK🐉
Float Input Switch JK🐉
Latent Input Switch JK🐉
Conditioning Input Switch JK🐉
Clip Input Switch JK🐉
Model Input Switch JK🐉
ControlNet Input Switch JK🐉
ControlNet Stack Input Switch JK🐉
Text Input Switch JK🐉
VAE Input Switch JK🐉
Noise Input Switch JK🐉
Guider Input Switch JK🐉
Sampler Input Switch JK🐉
Sigmas Input Switch JK🐉
Mesh Input Switch JK🐉
Ply Input Switch JK🐉
Orbit Pose Input Switch JK🐉
TriMesh Input Switch JK🐉
</details>
<details>
<summary><b>Subgraphs for comfyui-frontend-package>=1.24.0</b></summary>
Tools
JK🐉-Image RemBG
JK🐉-Image Crop by Mask
JK🐉-Image Crop by Mask and Resize
JK🐉-Image Resize
JK🐉-Image Stitch by Mask
JK🐉-Latent Crop by Mask
JK🐉-Latent Crop by Mask and Resize
JK🐉-Latent Resize
JK🐉-Latent Stitch by Mask
Sampler
JK🐉-Concept
JK🐉-Flux KSampler
JK🐉-Flux KSampler Adv
JK🐉-Variation Ksampler
JK🐉-KSampler (High+Low)
JK🐉-KSampler (High+Low) Adv
JK🐉-WAN Sampler (High+Low)
JK🐉-WAN Sampler (High+Low) adv
Workflow
JK🐉-Image Gen Common
JK🐉-Image Gen Common Adv
JK🐉-Image Gen Flux
JK🐉-Image Gen Flux Adv
JK🐉-Image Gen SD15
JK🐉-Image Gen SD15 Adv
JK🐉-Image Gen SD3
JK🐉-Image Gen SD3 Adv
JK🐉-Image Gen SDXL
JK🐉-Image Gen SDXL Adv
JK🐉-Image Refine Common
JK🐉-Image Gen QWen
JK🐉-Image Gen QWen Adv
JK🐉-Image Edit QWen
JK🐉-Image Edit QWen 2509
JK🐉-Image Edit QWen 2509 RAW
JK🐉-Image Edit Flux Kontext
JK🐉-Image Edit Flux Redux
JK🐉-Image Edit Flux Redux Style
JK🐉-Image Edit Flux USO
JK🐉-Image Edit Flux USO Style
</details>
<details>
<summary><b>Group Nodes for comfyui-frontend-package>=1.16.0</b></summary>
Tools
JK🐉:::Image RemBG
JK🐉:::Image Crop by Mask
JK🐉:::Image Crop by Mask and Resize
JK🐉:::Image Resize
JK🐉:::Image Stitch by Mask
JK🐉:::Latent Crop by Mask
JK🐉:::Latent Crop by Mask and Resize
JK🐉:::Latent Resize
JK🐉:::Latent Stitch by Mask
Sampler
JK🐉::Concept
JK🐉::Flux KSampler
JK🐉::Flux KSampler Adv
JK🐉::Variation Ksampler
JK🐉:::KSampler (High+Low)
JK🐉:::KSampler (High+Low) Adv
JK🐉:::WAN Sampler (High+Low)
JK🐉:::WAN Sampler (High+Low) adv
Workflow
JK🐉:::Image Gen Common
JK🐉:::Image Gen Common Adv
JK🐉:::Image Gen Flux
JK🐉:::Image Gen Flux Adv
JK🐉:::Image Gen SD15
JK🐉:::Image Gen SD15 Adv
JK🐉:::Image Gen SD3
JK🐉:::Image Gen SD3 Adv
JK🐉:::Image Gen SDXL
JK🐉:::Image Gen SDXL Adv
JK🐉:::Image Refine Common
JK🐉:::Image Gen QWen
JK🐉:::Image Gen QWen Adv
JK🐉:::Image Edit QWen
JK🐉:::Image Edit QWen 2509
JK🐉:::Image Edit Flux Kontext
JK🐉:::Image Edit Flux Redux
JK🐉:::Image Edit Flux Redux Style
JK🐉:::Image Edit Flux USO
JK🐉:::Image Edit Flux USO Subject
JK🐉:::Image Edit Flux USO Style
</details>
<details>
<summary><b>Group Nodes for comfyui-frontend-package<=1.15.13</b></summary>
Tools
JK🐉::Image RemBG
JK🐉::Image Crop by Mask
JK🐉::Image Crop by Mask and Resize
JK🐉::Image Crop by Mask and Resize (Input)
JK🐉::Image Resize
JK🐉::Image Stitch by Mask
JK🐉::Latent Crop by Mask
JK🐉::Latent Crop by Mask and Resize
JK🐉::Latent Crop by Mask and Resize (Input)
JK🐉::Latent Resize
JK🐉::Latent Stitch by Mask
Workflow
JK🐉::Concept
JK🐉::Flux KSampler
JK🐉::Flux KSampler Adv
JK🐉::Variation Ksampler
JK🐉::Image Gen Common
JK🐉::Image Gen Common (Input)
JK🐉::Image Gen Common (Pipe)
JK🐉::Image Gen Common Adv
JK🐉::Image Gen Common Adv (Input)
JK🐉::Image Gen Common Adv (Pipe)
JK🐉::Image Gen Flux
JK🐉::Image Gen Flux (Input)
JK🐉::Image Gen Flux (Pipe)
JK🐉::Image Gen Flux Adv
JK🐉::Image Gen Flux Adv (Input)
JK🐉::Image Gen Flux Adv (Pipe)
JK🐉::Image Gen SD15
JK🐉::Image Gen SD15 (Input)
JK🐉::Image Gen SD15 (Pipe)
JK🐉::Image Gen SD15 Adv
JK🐉::Image Gen SD15 Adv (Input)
JK🐉::Image Gen SD15 Adv (Pipe)
JK🐉::Image Gen SD3
JK🐉::Image Gen SD3 (Input)
JK🐉::Image Gen SD3 (Pipe)
JK🐉::Image Gen SD3 Adv
JK🐉::Image Gen SD3 Adv (Input)
JK🐉::Image Gen SD3 Adv (Pipe)
JK🐉::Image Gen SDXL
JK🐉::Image Gen SDXL (Input)
JK🐉::Image Gen SDXL (Pipe)
JK🐉::Image Gen SDXL Adv
JK🐉::Image Gen SDXL Adv (Input)
JK🐉::Image Gen SDXL Adv (Pipe)
JK🐉::Image Refine Common
JK🐉::Image Refine Common (Input)
JK🐉::Inpaint Latent
JK🐉::Inpaint Checkpoint
JK🐉::Inpaint ControlNet
JK🐉::Outpaint Latent
JK🐉::Outpaint Checkpoint
JK🐉::Outpaint ControlNet
</details>
## WAN Video Eco
| Features | Function | Usage |
@@ -622,310 +926,7 @@ If you like what I share, please support me with [PayPal](https://paypal.me/jake
</details>
## JakeUpgrade Nodes
<details>
<summary><b>Custom Nodes</b></summary>
- 3D Nodes
![image](imgs/nodes/3D/Orbit%20Poses%20JK.png)
Orbit Poses JK🐉: Generate 3D camera track pose configurations, supporting multiple preset and custom parameters.
![image](imgs/nodes/3D/Orbit%20Lists%20to%20Orbit%20Poses%20JK.png)
Orbit Lists to Orbit Poses JK🐉: Convert track list format to camera pose format.
![image](imgs/nodes/3D/Orbit%20Poses%20to%20Orbit%Lists%20JK.png)
Orbit Poses to Orbit Lists JK🐉: Convert camera pose format to track list format.
![image](imgs/nodes/3D/Get%20Orbit%20Poses%20From%20List%20JK.png)
Get Orbit Poses From List JK🐉:Select a specific pose by index from a list of camera poses.
- Audio Nodes
![image](imgs/nodes/Audio/Scene%20Cuts%20JK.png)
Scene Cuts JK🐉: Create scene cuts based on multiple cut point times or durations and an optional audio duration.
![image](imgs/nodes/Audio/Cut%20Audio%20JK.png)
Cut Audio JK🐉: Cut an audio file based on start and end time.
![image](imgs/nodes/Audio/Cut%20Audio%20Index JK.png)
Cut Audio Index JK🐉: Cut an audio file based on scene cuts metadata and cut index.
![image](imgs/nodes/Audio/Cut%20Audio%20Cuts%20JK.png)
Cut Audio Cuts JK🐉: Merge all cuts from scene_cuts into a single audio file in chronological order.
![image](imgs/nodes/Audio/Cut%20Audio%20Loop%20JK.png)
Cut Audio Loop JK🐉: Cut an audio file based on loop metadata and cut index.
- Video Nodes
![image](imgs/nodes/Video/Create%20Loop%20Schedule%20List%20JK.png)
Create Loop Schedule List JK🐉: Generate a sequential integer list for animation loop scheduling.
![image](imgs/nodes/Video/Wan%20Frame%20Count%20JK.png)
Wan Frame Count JK🐉: Calculate WAN-compatible frame count by rounding up to nearest multiple of 4 plus 1.
![image](imgs/nodes/Video/Wan22%20cfg%20Scheduler%20List%20JK.png)
Wan22 cfg Scheduler List JK🐉: Generate CFG scheduler list with initial and subsequent values for WAN 2.2.
![image](imgs/nodes/Video/Wan%20Wrapper%20Sampler%20Default%20JK.png)
Wan Wrapper Sampler Default JK🐉: Provide default sampler settings for WAN wrapper including scheduler and rope function.
- Prompt Nodes
![image](imgs/nodes/Prompt/Random%20Prompter%20JK.png)
Random Prompter JK🐉: Random prompt generator with categorized options for scene, motion, facial actions, expressions, lighting, camera, style, and description. Supports manual selection, random generation, and image reference integration for comprehensive prompt creation.
![image](imgs/nodes/Prompt/Random%20Prompter%20Geek%20JK.png)
Random Prompter Geek JK🐉: Random Prompter Geek version: Build prompts using category tags that are replaced with random content at runtime. Supports manual category selection and automatic tag insertion.
![image](imgs/nodes/Prompt/Prompt%20Combine%20JK.png)
Prompt Combine JK🐉: Merge the two strings into one and clean up the result.
- ControlNet Nodes
![image](imgs/nodes/ControlNet/ControlNet%20Loader%20JK.png)
ControlNet Loader JK🐉: Load ControlNet models with configurable union types.
![image](imgs/nodes/ControlNet/Multi-ControlNet%20Param%20Stack%20JK.png)
Multi-ControlNet Param Stack JK🐉: Stack multiple ControlNet parameters for complex control scenarios.
![image](imgs/nodes/ControlNet/Apply%20ControlNet%20JK.png)
Apply ControlNet JK🐉: Apply single ControlNet to conditioning with mask support.
![image](imgs/nodes/ControlNet/Apply%20Multi-ControlNet%20Adv%20JK.png)
Apply Multi-ControlNet%20Adv%20JK🐉: Apply multiple ControlNets from stack to conditioning.
- LoRA Nodes
![image](imgs/nodes/LoRA/LoRA%20Stack%20JK.png)
LoRA Stack JK🐉: Stack multiple LoRA models with prompt and metadata generation.
![image](imgs/nodes/LoRA/Apply%20LoRA%20Stack%20JK.png)
Apply LoRA Stack JK🐉: Apply multiple LoRA models from stack to both model and CLIP.
![image](imgs/nodes/LoRA/LoRA%20Stack%20Model%20Only%20JK.png)
LoRA Stack Model Only JK🐉: Stack LoRA models for model-only application.
![image](imgs/nodes/LoRA/Apply%20LoRA%20Stack%20Model%20Only%20JK.png)
Apply LoRA Stack Model Only JK🐉: Apply multiple LoRA models from stack to model only.
- Image Nodes
![image](imgs/nodes/Image/Rough%20Outline%20JK.png)
Rough Outline JK🐉: Extract rough outlines from images using Canny edge detection and contour processing.
![image](imgs/nodes/Image/Open+DW%20Pose%20JK.png)
Open+DW Pose JK🐉: Combine DWPose and OpenPose images by removing and reserving specific colors.
![image](imgs/nodes/Image/Make%20Image%20Grid%20JK.png)
Make Image Grid JK🐉: Create image grid from multiple images with specified rows or columns.
![image](imgs/nodes/Image/Split%20Image%20Grid%20JK.png)
Split Image Grid JK🐉: Split image grid into individual images based on rows or columns.
![image](imgs/nodes/Image/Image%20Remove%20Alpha%20JK.png)
Image Remove Alpha JK🐉: Remove alpha channel from RGBA images and convert to RGB.
![image](imgs/nodes/Image/Color%20Grading%20JK.png)
Color Grading JK🐉: Apply color grading with brightness, contrast, saturation and RGB channel adjustments.
![image](imgs/nodes/Image/Image%20Crop%20by%20Mask%20Resolution%20Grp%20JK.png)
Image Crop by Mask Resolution Grp JK🐉: Calculate crop parameters based on mask with various resolution options.
![image](imgs/nodes/Image/Image%20Crop%20by%20Mask%20Params%20JK.png)
Image Crop by Mask Params JK🐉: Provide crop parameters for mask-based image cropping operations.
![image](imgs/nodes/Image/Scale%20To%20Resolution%20JK.png)
Scale To Resolution JK🐉: Scale image to target resolution based on width, height or megapixel constraints.
![image](imgs/nodes/Image/Enchance%20And%20Resize%20Hint%20Images%20JK.png)
Enchance And Resize Hint Images JK🐉: Enhance hint images with high quality resizing, edge processing and multiple resize modes.
- Mask Nodes
![image](imgs/nodes/Mask/Is%20Mask%20Empty%20JK.png)
Is Mask Empty JK🐉: Check if mask is completely empty (contains only zeros).
- Math Nodes
![image](imgs/nodes/Math/Math%20Nodes-Conversion.png)
Conversion nodes: BoolToInt JK🐉 | IntToBool JK🐉 | FloatToInt JK🐉 | IntToFloat JK🐉
![image](imgs/nodes/Math/Math%20Nodes-Bool.png)
Boolean Math nodes: BoolUnaryOp JK🐉 | BoolBinaryOp JK🐉 | Bool And JK🐉 | Bool OR JK🐉
![image](imgs/nodes/Math/Math%20Nodes-String.png)
String Math Node: StringBinaryCon JK🐉
![image](imgs/nodes/Math/Math%20Nodes_Float.png)
Float Math Nodes: FloatUnaryCon JK🐉 | FloatBinaryCon JK🐉 | FloatUnaryOp JK🐉 | FloatBinaryOp JK🐉
![image](imgs/nodes/Math/Math%20Nodes-Int.png)
Int Math Nodes: IntUnaryCon JK🐉 | IntBinaryCon JK🐉 | IntUnaryOp JK🐉 | IntBinaryOp JK🐉 | IntSubOp JK🐉
![image](imgs/nodes/Math/Math%20Nodes-Evaluate.png)
Evaluate Nodes: Evaluate Ints JK🐉 | Evaluate Floats JK🐉 | Evaluate String JK🐉 | Evaluate Examples JK🐉
- Misc Nodes
![image](imgs/nodes/Misc/Project%20Setting%20JK.png)
Project Setting JK🐉: Project settings for workflow organization with customizable naming patterns.
![image](imgs/nodes/Misc/Ksampler%20Parameters%20Default%20JK.png)
Ksampler Parameters Default JK🐉: Default parameters for KSampler (steps, CFG scale, denoise strength).
![image](imgs/nodes/Misc/Ksampler%20Adv%20Parameters%20Default%20JK.png)
Ksampler Adv Parameters Default JK🐉: Advanced KSampler parameters for step control and scheduling.
![image](imgs/nodes/Misc/Inject%20Noise%20Params%20JK.png)
Inject Noise Params JK🐉: Parameters for noise injection with seed and strength control.
![image](imgs/nodes/Misc/SD3%20Prompts%20Switch%20JK.png)
SD3 Prompts Switch JK🐉: Switch between different prompt types for SD3 (CLIP-L, CLIP-G, T5-XXL).
![image](imgs/nodes/Misc/Guidance%20Default%20JK.png)
Guidance Default JK🐉: Default guidance scale value for model conditioning.
![image](imgs/nodes/Misc/Image%20Resize%20Mode%20JK.png)
Image Resize Mode JK🐉: Image resize mode selection for various resizing strategies.
![image](imgs/nodes/Misc/Sampler%20Loader%20JK.png)
Sampler Loader JK🐉: Sampler and scheduler selection with name output.
![image](imgs/nodes/Misc/Upscale%20Method%20JK🐉 .png)
Upscale Method JK🐉: Upscale method selection for images and latents.
![image](imgs/nodes/Misc/Aspect%20Ratio%20JK🐉 .png)
Aspect Ratio JK🐉: Aspect ratio selector for various model types with custom resolution support.
![image](imgs/nodes/Misc/String%20To%20Combo%20JK.png)
String To Combo JK🐉: Convert comma-separated string to combo selection (first item).
![image](imgs/nodes/Misc/Get%20Nth%20String%20JK.png)
Get Nth String JK🐉: Get nth item from comma-separated string list with type conversion.
![image](imgs/nodes/Misc/Save%20String%20List%20To%20JSON%20JK.png)
Save String List To JSON JK🐉: Save string data to JSON file with overwrite control and directory creation.
![image](imgs/nodes/Misc/Load%20String%20List%20From%20JSON JK.png)
Load String List From JSON JK🐉: Load string data from JSON file with caching and force reload options.
![image](imgs/nodes/Misc/Tiling%20Mode%20JK.png)
Tiling Mode JK🐉: Tiling mode selection for image generation.
- Switch Nodes
![image](imgs/nodes/Swotcj/Switch%20Nodes.png)
Boolean JK🐉
Image Input Switch JK🐉
Mask Input Switch JK🐉
Int Input Switch JK🐉
Float Input Switch JK🐉
Latent Input Switch JK🐉
Conditioning Input Switch JK🐉
Clip Input Switch JK🐉
Model Input Switch JK🐉
ControlNet Input Switch JK🐉
ControlNet Stack Input Switch JK🐉
Text Input Switch JK🐉
VAE Input Switch JK🐉
Noise Input Switch JK🐉
Guider Input Switch JK🐉
Sampler Input Switch JK🐉
Sigmas Input Switch JK🐉
Mesh Input Switch JK🐉
Ply Input Switch JK🐉
Orbit Pose Input Switch JK🐉
TriMesh Input Switch JK🐉
</details>
<details>
<summary><b>Subgraphs for comfyui-frontend-package>=1.24.0</b></summary>
Tools
JK🐉-Image RemBG
JK🐉-Image Crop by Mask
JK🐉-Image Crop by Mask and Resize
JK🐉-Image Resize
JK🐉-Image Stitch by Mask
JK🐉-Latent Crop by Mask
JK🐉-Latent Crop by Mask and Resize
JK🐉-Latent Resize
JK🐉-Latent Stitch by Mask
Sampler
JK🐉-Concept
JK🐉-Flux KSampler
JK🐉-Flux KSampler Adv
JK🐉-Variation Ksampler
JK🐉-KSampler (High+Low)
JK🐉-KSampler (High+Low) Adv
JK🐉-WAN Sampler (High+Low)
JK🐉-WAN Sampler (High+Low) adv
Workflow
JK🐉-Image Gen Common
JK🐉-Image Gen Common Adv
JK🐉-Image Gen Flux
JK🐉-Image Gen Flux Adv
JK🐉-Image Gen SD15
JK🐉-Image Gen SD15 Adv
JK🐉-Image Gen SD3
JK🐉-Image Gen SD3 Adv
JK🐉-Image Gen SDXL
JK🐉-Image Gen SDXL Adv
JK🐉-Image Refine Common
JK🐉-Image Gen QWen
JK🐉-Image Gen QWen Adv
JK🐉-Image Edit QWen
JK🐉-Image Edit QWen 2509
JK🐉-Image Edit QWen 2509 RAW
JK🐉-Image Edit Flux Kontext
JK🐉-Image Edit Flux Redux
JK🐉-Image Edit Flux Redux Style
JK🐉-Image Edit Flux USO
JK🐉-Image Edit Flux USO Style
</details>
<details>
<summary><b>Group Nodes for comfyui-frontend-package>=1.16.0</b></summary>
Tools
JK🐉:::Image RemBG
JK🐉:::Image Crop by Mask
JK🐉:::Image Crop by Mask and Resize
JK🐉:::Image Resize
JK🐉:::Image Stitch by Mask
JK🐉:::Latent Crop by Mask
JK🐉:::Latent Crop by Mask and Resize
JK🐉:::Latent Resize
JK🐉:::Latent Stitch by Mask
Sampler
JK🐉::Concept
JK🐉::Flux KSampler
JK🐉::Flux KSampler Adv
JK🐉::Variation Ksampler
JK🐉:::KSampler (High+Low)
JK🐉:::KSampler (High+Low) Adv
JK🐉:::WAN Sampler (High+Low)
JK🐉:::WAN Sampler (High+Low) adv
Workflow
JK🐉:::Image Gen Common
JK🐉:::Image Gen Common Adv
JK🐉:::Image Gen Flux
JK🐉:::Image Gen Flux Adv
JK🐉:::Image Gen SD15
JK🐉:::Image Gen SD15 Adv
JK🐉:::Image Gen SD3
JK🐉:::Image Gen SD3 Adv
JK🐉:::Image Gen SDXL
JK🐉:::Image Gen SDXL Adv
JK🐉:::Image Refine Common
JK🐉:::Image Gen QWen
JK🐉:::Image Gen QWen Adv
JK🐉:::Image Edit QWen
JK🐉:::Image Edit QWen 2509
JK🐉:::Image Edit Flux Kontext
JK🐉:::Image Edit Flux Redux
JK🐉:::Image Edit Flux Redux Style
JK🐉:::Image Edit Flux USO
JK🐉:::Image Edit Flux USO Subject
JK🐉:::Image Edit Flux USO Style
</details>
<details>
<summary><b>Group Nodes for comfyui-frontend-package<=1.15.13</b></summary>
Tools
JK🐉::Image RemBG
JK🐉::Image Crop by Mask
JK🐉::Image Crop by Mask and Resize
JK🐉::Image Crop by Mask and Resize (Input)
JK🐉::Image Resize
JK🐉::Image Stitch by Mask
JK🐉::Latent Crop by Mask
JK🐉::Latent Crop by Mask and Resize
JK🐉::Latent Crop by Mask and Resize (Input)
JK🐉::Latent Resize
JK🐉::Latent Stitch by Mask
Workflow
JK🐉::Concept
JK🐉::Flux KSampler
JK🐉::Flux KSampler Adv
JK🐉::Variation Ksampler
JK🐉::Image Gen Common
JK🐉::Image Gen Common (Input)
JK🐉::Image Gen Common (Pipe)
JK🐉::Image Gen Common Adv
JK🐉::Image Gen Common Adv (Input)
JK🐉::Image Gen Common Adv (Pipe)
JK🐉::Image Gen Flux
JK🐉::Image Gen Flux (Input)
JK🐉::Image Gen Flux (Pipe)
JK🐉::Image Gen Flux Adv
JK🐉::Image Gen Flux Adv (Input)
JK🐉::Image Gen Flux Adv (Pipe)
JK🐉::Image Gen SD15
JK🐉::Image Gen SD15 (Input)
JK🐉::Image Gen SD15 (Pipe)
JK🐉::Image Gen SD15 Adv
JK🐉::Image Gen SD15 Adv (Input)
JK🐉::Image Gen SD15 Adv (Pipe)
JK🐉::Image Gen SD3
JK🐉::Image Gen SD3 (Input)
JK🐉::Image Gen SD3 (Pipe)
JK🐉::Image Gen SD3 Adv
JK🐉::Image Gen SD3 Adv (Input)
JK🐉::Image Gen SD3 Adv (Pipe)
JK🐉::Image Gen SDXL
JK🐉::Image Gen SDXL (Input)
JK🐉::Image Gen SDXL (Pipe)
JK🐉::Image Gen SDXL Adv
JK🐉::Image Gen SDXL Adv (Input)
JK🐉::Image Gen SDXL Adv (Pipe)
JK🐉::Image Refine Common
JK🐉::Image Refine Common (Input)
JK🐉::Inpaint Latent
JK🐉::Inpaint Checkpoint
JK🐉::Inpaint ControlNet
JK🐉::Outpaint Latent
JK🐉::Outpaint Checkpoint
JK🐉::Outpaint ControlNet
</details>
## UI for ComfyUI API
Here's my other product [UI for ComfyUI API](https://chaikefu.gumroad.com/l/ComfyAPIUI) using my ComfyUI API workflow.
Please check the [video](https://youtu.be/eyjy10T201M).
<a href="https://youtu.be/eyjy10T201M" target="_blank">