Nodes Browser

Animation Prompt JK
Animation Value JK
Base Image Parameters Extract JK
Base Model Parameters Extract JK
Base Model Parameters JK
Base Model Parameters SD3API JK
Base Model Pipe Extract JK
Base Model Pipe JK
Bool Binary And JK
Bool Binary OR JK
CM_BoolBinaryOperation JK
CM_BoolToInt JK
CM_BoolUnaryOperation JK
CM_BreakoutVec2 JK
CM_BreakoutVec3 JK
CM_BreakoutVec4 JK
CM_ComposeVec2 JK
CM_ComposeVec3 JK
CM_ComposeVec4 JK
CM_FloatBinaryCondition JK
CM_FloatBinaryOperation JK
CM_FloatToInt JK
CM_FloatToNumber JK
CM_FloatUnaryCondition JK
CM_FloatUnaryOperation JK
CM_IntBinaryCondition JK
CM_IntBinaryOperation JK
CM_IntToBool JK
CM_IntToFloat JK
CM_IntToNumber JK
CM_IntUnaryCondition JK
CM_IntUnaryOperation JK
CM_NumberBinaryCondition JK
CM_NumberBinaryOperation JK
CM_NumberToFloat JK
CM_NumberToInt JK
CM_NumberUnaryCondition JK
CM_NumberUnaryOperation JK
CM_PromptCombine_JK
CM_StringBinaryCondition_JK
CM_Vec2BinaryCondition JK
CM_Vec2BinaryOperation JK
CM_Vec2FloatOperation_JK
CM_Vec2ToFloatBinaryOperation JK
CM_Vec2ToFloatUnaryOperation JK
CM_Vec2UnaryCondition JK
CM_Vec2UnaryOperation JK
CM_Vec3BinaryCondition JK
CM_Vec3BinaryOperation JK
CM_Vec3FloatOperation_JK
CM_Vec3ToFloatBinaryOperation JK
CM_Vec3ToFloatUnaryOperation JK
CM_Vec3UnaryCondition JK
CM_Vec3UnaryOperation JK
CM_Vec4BinaryCondition JK
CM_Vec4BinaryOperation JK
CM_Vec4FloatOperation_JK
CM_Vec4ToFloatBinaryOperation JK
CM_Vec4ToFloatUnaryOperation JK
CM_Vec4UnaryCondition JK
CM_Vec4UnaryOperation JK
CR Apply ControlNet JK
CR Apply LoRA Stack JK
CR Apply Multi-ControlNet Adv JK
CR Apply Multi-ControlNet JK
CR Aspect Ratio JK
CR Boolean JK
CR Clip Input Switch JK
CR Conditioning Input Switch JK
CR ControlNet Input Switch JK
CR ControlNet Loader JK
CR ControlNet Stack Input Switch JK
CR Float Input Switch JK
CR Guider Input Switch JK
CR Image Input Switch JK
CR Impact Pipe Input Switch JK
CR Int Input Switch JK
CR Latent Input Switch JK
CR LoRA Stack JK
CR Load LoRA JK
CR Mask Input Switch JK
CR Mesh Input Switch JK
CR Model Input Switch JK
CR Multi-ControlNet Param Stack JK
CR Multi-ControlNet Stack JK
CR Noise Input Switch JK
CR Obit Pose Input Switch JK
CR Orbit Pose Input Switch JK
CR Pipe Input Switch JK
CR Ply Input Switch JK
CR SD1.5 Aspect Ratio JK
CR SD3 Aspect Ratio JK
CR SDXL Aspect Ratio JK
CR Sampler Input Switch JK
CR Sigmas Input Switch JK
CR Text Input Switch JK
CR VAE Input Switch JK
Ckpt Loader JK
Color Grading JK
Detailer Parameters JK
Embedding Picker JK
Embedding Picker Multi JK
Empty Latent Color JK
Evaluate Examples JK
Evaluate Floats JK
Evaluate Ints JK
Evaluate Strings JK
Get Size JK
Guidance Default JK
HintImageEnchance JK
IPAAdapterFaceIDBatch
IPAdapter
IPAdapterAdvanced
IPAdapterBatch
IPAdapterClipVisionEnhancer
IPAdapterClipVisionEnhancerBatch
IPAdapterCombineEmbeds
IPAdapterCombineParams
IPAdapterCombineWeights
IPAdapterEmbeds
IPAdapterEmbedsBatch
IPAdapterEncoder
IPAdapterFaceID
IPAdapterFaceIDKolors
IPAdapterFromParams
IPAdapterInsightFaceLoader
IPAdapterLoadEmbeds
IPAdapterMS
IPAdapterModelLoader
IPAdapterNoise
IPAdapterPreciseComposition
IPAdapterPreciseCompositionBatch
IPAdapterPreciseStyleTransfer
IPAdapterPreciseStyleTransferBatch
IPAdapterPromptScheduleFromWeightsStrategy
IPAdapterRegionalConditioning
IPAdapterSaveEmbeds
IPAdapterStyleComposition
IPAdapterStyleCompositionBatch
IPAdapterTiled
IPAdapterTiledBatch
IPAdapterUnifiedLoader
IPAdapterUnifiedLoaderCommunity
IPAdapterUnifiedLoaderFaceID
IPAdapterWeights
IPAdapterWeightsFromStrategy
Image Crop by Mask Params JK
Image Crop by Mask Resolution JK
Image Remove Alpha JK
Image Resize Mode JK
Image Upscale Parameters Extract JK
Is Mask Empty JK
Ksampler Parameters Default JK
Ksampler Parameters JK
Latent Crop Offset JK
Latent Upscale Parameters Extract JK
Load Image With Alpha JK
Load Image With Metadata JK
Make Image Grid JK
Metadata Pipe Extract JK
Metadata Pipe JK
NodesState JK
Noise Injection Parameters JK
Noise Injection Pipe Extract JK
Orbit Poses JK
OrbitLists to OrbitPoses JK
OrbitPoses to OrbitLists JK
Pipe End JK
PrepImageForClipVision
Project Setting JK
Random Beats JK
Refine 1 Parameters Extract JK
Refine 2 Parameters Extract JK
Refine Model Parameters JK
Refine Pipe Extract JK
Refine Pipe JK
Reroute Ckpt JK
Reroute List JK
Reroute Resize JK
Reroute Sampler JK
Reroute String JK
Reroute Upscale JK
Reroute Vae JK
SDXL Target Res JK
SDXLPromptStylerAll
SDXLPromptStylerHorror
SDXLPromptStylerMisc
SDXLPromptStylerbyArtist
SDXLPromptStylerbyCamera
SDXLPromptStylerbyComposition
SDXLPromptStylerbyCyberpunkSurrealism
SDXLPromptStylerbyDepth
SDXLPromptStylerbyDiva
SDXLPromptStylerbyEnvironment
SDXLPromptStylerbyFantasySetting
SDXLPromptStylerbyFilter
SDXLPromptStylerbyFocus
SDXLPromptStylerbyFooocus
SDXLPromptStylerbyImpressionism
SDXLPromptStylerbyLighting
SDXLPromptStylerbyMarc
SDXLPromptStylerbyMileHigh
SDXLPromptStylerbyMood
SDXLPromptStylerbyMre
SDXLPromptStylerbyMythicalCreature
SDXLPromptStylerbyOriginal
SDXLPromptStylerbyQuantumRealism
SDXLPromptStylerbySai
SDXLPromptStylerbySteamPunkRealism
SDXLPromptStylerbySubject
SDXLPromptStylerbySurrealism
SDXLPromptStylerbyTheme
SDXLPromptStylerbyTimeofDay
SDXLPromptStylerbyTwri
SDXLPromptStylerbyWyvern
SDXLPromptbyCelticArt
SDXLPromptbyContemporaryNordicArt
SDXLPromptbyFashionArt
SDXLPromptbyGothicRevival
SDXLPromptbyIrishFolkArt
SDXLPromptbyRomanticNationalismArt
SDXLPromptbySportsArt
SDXLPromptbyStreetArt
SDXLPromptbyVikingArt
SDXLPromptbyWildlifeArt
Sampler Loader JK
Save Image with Metadata Flow JK
Save Image with Metadata JK
Scale To Resolution JK
Split Image Grid JK
Stability Conservative Upscale
Stability Control Sketch
Stability Control Structure
Stability Control Style
Stability Creative Upscale
Stability Erase
Stability Fast Upscale
Stability Image Core
Stability Image Ultra
Stability Inpainting
Stability Outpainting
Stability Remove Background
Stability Replace Background and Relight
Stability SD3
Stability Search And Recolor
Stability Search and Replace
String To Combo JK
Tiling Mode JK
Upscale Method JK
Upscale Model Loader JK
Upscale Model Parameters Extract JK
Upscale Model Parameters JK
Vae Loader JK

ComfyDeploy: How ComfyUI-JakeUpgrade works in ComfyUI?

What is ComfyUI-JakeUpgrade?

A ComfyUI workflow customization by Jake.

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI-JakeUpgrade and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI Jake Upgrade

A ComfyUI workflow customization by Jake.

If you like what I share, please support me with PayPal.

Changelog

<details> <summary><b>Previous Version</b></summary>
- 2024-06-23 - v1.0.0	released.  
- 2024-07-11 - v1.0.6	Noise Injection for Upscale Workflow.  
- 2024-07-16 - v1.0.7	Single Image to Mesh Workflow updated.  
- 2024-07-21 - v1.0.8	Orbit Poses Constant nodes added. 3 Image to Mesh Workflows updated.  
- 2024-07-22 - v1.0.9	3DGS workflow added.  
- 2024-07-24 - v1.1.0	img2mesh workflow updated. Craftsman Mesh added. 
			Three OrbitPoses nodes been added to 3D-Pack.  
- 2024-07-31 - v1.1.1	Prompt Combine node added.  
- 2024-08-03 - v1.1.2	Resize to Focus added to image2mesh workflow.  
- 2024-08-21 - v1.1.3	Random Beats node added (not for AIGC).  
- 2024-09-01 - v1.2.0	SD3 workflow added. Noise Injection (Inspire) added. 
			Refine, Upscale, and Detailer process major updated. 
			SD15 Hand Fix supports SDXL and SD3 workflow. 
			SDXL IPAdapter supports SD3 workflow. 
			NoiseInjection Component and workflow added.  
- 2024-09-04 - v1.2.1	In/Out Paint ControlNet Component added. 
			Inpaint Module Workflow updated. 
			SD15|SDXL|SD3 Workflow updated. 
			Image Remove Alpha JK node added.  
- 2024-09-05 - v1.2.2	Black Pixel switch added for Inpaint ControlNet Component following ControlNet Preprocessor AUX Custom Node's update.  
- 2024-09-06 - v1.2.3	Refinement Noise Injection added. 
			txt2prompt and img2prompt workflow added. 
			img2prompt component added.  
- 2024-09-07 - v1.2.4	img2mesh workflow doesn't need _JK.pack, so that doesn't need to install segment anything, VLM nodes, and IF AI tools.  
- 2024-09-09 - v1.2.5	Clip l, clip g, t5xxl texture encode logic upgrade. 
			Clip l & g switch added. 
			Negative g switch added. 
			SDXL Clip Text Encode Target Resolution Scale added.  
- 2024-09-10 - v1.2.6	detailer: add detail lora.  
- 2024-09-11 - v1.2.7	Magic Photo Prompter added.  
- 2024-09-13 - v1.2.8	Use Comfy UI default set union controlnet type to load xinsir sdxl controlnet union.  
			Remove Inspire Pack and WAS Nodes Suite in img2mesh workflows. 
			Group Node Image RemBG added, using InSPYReNet TransparentBG from Essentials to remove background and Image Composite Masked to add grayscale background.  
- 2024-09-15 - v1.2.9	Inpaint Simple updated. Outpaint Simple added. 
			txt2img | img2img | inpaint workflow updated. 
			In/Out Paint to Refinement process added. 
			Upscale to Refinment process added.  
- 2024-09-21 - v1.3.0	Inpaint/Outpaint Latent | Checkpoint | ControlNet group nodes updated. 
			Inpaint and txt2img/img2img workflows updated. 
			SD3/Flux Inpaint ControlNet added.  
- 2024-09-24 - v1.3.1	Hand Fix Detailer upgrades, supports SD15 | SDXL | Flux. 
			SD3 Hand Fix need to choose SDXL models for the InstantX Depth ControlNet does not work properly. 
			Replace SD3 ControlNet Apply with new ControlNet Apply Node.  
- 2024-09-25 - v1.3.2	AIO Preprocessor added for txt2img | img2img workflow.  
			Detailer, Upscale workflows updated. Refine workflow added.  
- 2024-09-26 - v1.3.3	Latent Noise Mask switch added for Inpaint/Outpaint ControlNet. 
			Specified Dual Clip switch added for sdxl workflow.  
- 2024-09-28 - v1.3.4	Hand Fix supports SD3 and Flux. Hand Fix module workflow added.
- 2024-09-29 - v1.3.5	Inpaint Group Nodes upgrade, add more Image | Mask | Latent control.
- 2024-10-01 - v1.3.6	Inpaint Group Nodes upgrade, change color grading method.
- 2024-10-03 - v1.3.7	Remove Outpaint Pad Feathering.
- 2024-10-06 - v1.4.0	Replace Base Ipadapter simple with IPAdapter Style and Composition Transfer in SD15 and SDXL workflow.
			SD3 Aspect Ratio node and SD3 Base Model Parameter node added. 
			SD3 Api workflow added to make up the shorcomings of SD3 local deployment using Stability SD3 control and inpaint nodes.
- 2024-10-10 - v1.5.0	Flux KSampler and Flux Ksampler Adv group nodes added.
			Flux txt2img and img2img workflow added. Flux KSampler workflow added.
			Inpaint/Outpaint ControlNet and Checkpoint method order changed.
			Enchance and Resize Input Image added for img2img workflow.
			Noise | Guider | Sampler | Sigmas switch added.
- 2024-10-10 - v1.5.1	Fal LLM and VLM API added for prompt generation workflow and SAI API workfkow.
- 2024-10-11 - v1.5.2	Flux KSampler Adv updated, use SplitSigmas instead of SplitSigmasDenoise.
- 2024-10-19 - v1.6.0	Image Generation group node and module workflow added.
			Switch Model and CLIP JK🐉 node removed.
			Rename Apply ControlNet Stack SD3 to Applly ControlNet VAE.
			Tiling Mode and Empty Latent Color nodes added.
- 2024-11-08 - v1.7.0	Normal | Input version of Image Gen and Image Gen Adv group nodes added.
			Krita workflow added using Input version of Image Gen group nodes.
			Remove Comfyroll Custom Nodes from the must-have-node list.
			ControlNet Apply and ControlNet Stack nodes upgraded, supports Union, Alimama Inpaint.
			ControlNet Stack Input Switch node added.
			Add Blend with Original Mask option to Inpaint, Image Gen Adv and Image Gen Input group nodes.
			IsMaskEmpty Node and Image Crop by Mask Group Node added.
- 2024-12-24 - v1.8.0	1. Add SAI API Replace Background and Relight. Add missing parameters of SAI API nodes.
			2. Add Detail Daemon Custom Nodes to most of image|mesh generation workflows and group nodes.
			3. Add SDXL Target Res JK🐉 node to fix SDXL Text Encode Target Resolution not working.
			4. Add Image | Latent Crop by Mask, Resize, Crop by Mask and Resize, Stitch nodes. Add Crop and Stitch operation for Image Gen and Inpaint Group Nodes.
			5. Update img2mesh MV upscale method to achieve better results: SD15 img2img + SDXL Refine + Ultimate Upscale.
			6. Add Bool_Or and Bool_And nodes for workflows need to be group. Replace Bool Binary Operation node (Or as default) with Bool_Or.
			7. Add Color Grading Node.
			8. Seperate Multi-ControlNet Stack node to ControlNet Loader and Multi-ControlNet Param Stack.
			9. Add "None" selection as default to IPAdapter Unified Loader for better workflow control, especially in API mode.
			10. Add Image Refine Group Node.
			11. Krita image generation workflows updated.
			12. Add Krita Refine, Upscale and Refine, Hand fix, CN preprocessor, remove bg and SAI API module series.
			13. Remove JK🐉::Pad Image for Outpainting. Remove JK🐉::CLIPSegMask group node, replace it with Essentials CLIPSeg node.
			14. Remove [WAS Node Suite](https://github.com/WASasquatch/was-node-suite-comfyui) and [Layer Style](https://github.com/chflame163/ComfyUI_LayerStyle) Custom Node from must-have-list for their complexity.
			15. Remove useless Group Nodes: JK🐉::Image to Prompt (LLava Local), JK🐉::Image to Prompt Advanced (LLava Local), JK🐉::SegAnythingMask, JK🐉::txt2img.
			16. SD3 | Flux image generation workflow | group nodes support Stop At Clip Layer (needs ComfyUI v0.3.8up).
</details>
  • 2024-12-27 - v1.8.5
  1. Add new Detailer Module.
  2. Add new image generation workflow.
  3. Fix Krita HandFix workflow bug.
  • 2025-01-03 - v1.8.6
  1. ControlNet image supports alpha. Add A1111-ControlNet-like effective mask for ControlNet (Stack) Apply nodes.
  2. Load Image With Alpha, Make Image Grid, and Split Image Grid nodes added.
  3. IF AI nodes recreated.
  4. ComfyUI API workflow added.
  5. Get Mesh 3D data workflow added.

Installation

  1. git clone https://github.com/jakechai/ComfyUI-JakeUpgrade into the custom_nodes folder
    • e.g. custom_nodes\ComfyUI-JakeUpgrade
    OR: Install using ComfyUI Manager.
  2. Open a Command Prompt/Terminal/etc.
  3. Change to the custom_nodes\ComfyUI-JakeUpgrade folder you just created
    • e.g. cd C:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-JakeUpgrade
  4. Install python packages
    • Windows Standalone installation (embedded python):

      ../../../python_embeded/python.exe -s -m pip install -r requirements.txt

      OR: run install.bat.

    • Manual/non-Windows installation

      pip install -r requirements.txt

Video Introduction

JakeUpgrade Workflow

ComfyUI

Workflow

Module

API

[!NOTE]

  • You need ComfyUI v0.3.8up to use SD3 | Flux Image Gen workflows.
  • ComfyUI API workflows are workflows created to allow other software to call ComfyUI, which include non-dev editable workflows and dev-for-call workflows, as well as python files with supporting parameters.
  • Installing a separate version of ComfyUI to work with 3D Pack is recommended.
  • ComfyUI-3D-Pack 3DMesh | 3DGS Preview works with the new frontend of ComfyUI with a restriction.

Krita (sync)

Workflow

Module

SAI

Krita (dev)

Workflow

Module

SAI

[!NOTE]

  • Installing a separate version of ComfyUI to work with Krita is recommended.
  • Krita AI Plugin - ComyUI Custom Workflows
  • Krita workflows are used for Krita + Krita AI Diffusion + Krita AI Tools
  • Sync version of Krita workflows can be opened by ComyUI and synchronized with Krita AI Diffusion.
  • Dev version of Krita workflows can only loaded by Krita AI Diffusion and should be moved to ...\AppData\Roaming\krita\ai_diffusion\workflows.

Required Custom Nodes

Common

txt2img_img2img workflow

img2mesh workflow

Krita workflow

[!NOTE]

Copy files in the replacement folder(optional)

  • ComfyUI Manager : Copy _JK.pack to custom_nodes\ComfyUI-Manager\component for saving all JK Group Nodes within each workflow file.
  • Prompt Stylers : Copy and replace files to custom_nodes\ComfyUi_PromptStylers for new styles.
  • ComfyUI SAI API : (Workaround before ComfyUI SAI API approves my pull request) Copy and replace files to custom_nodes\ComfyUI-SAI_API for all SAI API methods.
  • IP Adapter Plus : (Workaround before IPAdapter approves my pull request) Copy and replace files to custom_nodes\ComfyUI_IPAdapter_plus for better API workflow control by adding "None" selection.

[!NOTE]

  • Group Nodes can be copied and pasted between workflows in the latest ComfyUI. See details in my Video Introduction of Group Nodes.
  • Load All JK (Group) Nodes for all JK Group Nodes.

JK_workflow : imgen (legacy)

<details> <summary><b>Introduction</b></summary>
Hotkey:
	0: usage guide
	\`: overall workflow
	1: base, image selection, & noise injection
	2: embedding, fine tune string, auto prompts, & adv conditioning parameters
	3: lora, controlnet parameters, & adv model parameters
	4: refine parameters
	5: detailer parameters
	6: upscale parameters
	7: In/Out Paint parameters

Workflow Control:
	All switches in any Workflow panel take effect in realtime.
	All switches in any Select panel also affect sub workflow, but don't take effect in realtime, which needs preprocessing.
	All switches in Parameters panel that affect sub workflow don't take effect in realtime, which needs preprocessing.

Suggested method:
	Preprocessing needs to be executed before actural generation for switches in Select or Parameters panels to control the sub workflow. 
	Pre-Queue Prompt: It's recommended to disable all processes in the Overall Workflow panel and adjust all sub-workflow-related switches before running Queue Prompt. The state of corresponding switches in Pre-process panels will be changed automatically after the preprocessing.
	Pre-process Pannel: Alternatively, you can preprocess manually by setting the corresponding switches in the Pre-process Pannel to the same state as in the Parameters Pannel, which does not need a Pre-Queue Prompt.

Metadata:
	All parameters including sub-workflow-related switches will affect the generation result and also the content of Metadata saved with the image.
	In Refine image saving, remove noise_jinection_metadata link if not refining any noise injection process.
	In Upscale image saving, remove noise_jinection_metadata or refine_metadata link if not using Noise Injection or refine process.
	In Detailer image saving, remove noise_jinection_metadata, refine_metadata or upscale_metadata link if not using Noise Injection or refine process.

SDXL switches:
	Image Resolution | AIO resolution
	Load SDXL Ckpt | Vae for Base | Refine | Upscale | Detailer | In/Out Paint
	FreeU SDXL settings
	Auto Variation SDXL settings
	Disable SD15 ELLA Text Encode (in Base Model Sub Workflow JK🐉)
	Enable SDXL Text Ecode (in Base Model Sub Workflow JK🐉) (Optional)
	Enable SDXL Dual Clip (in Base Model Sub Workflow JK🐉) (Optional)
	Enable SDXL Refine Text Encode (in Refine Sub Workflow JK🐉) (optional)
	Switch plus, plus-face, and faceid ipadapter to sdxl_vit-h version
	Switch faceid lora to sdxl version
	Switch Image Upscale ControlNet Depth|Tile to sdxl version (in Upscale Sub Workflow JK🐉)
	Switch NNLatentUpscale version to SDXL
	Set Ultimate SD Upscale Tile size to 1024
	Switch Detailer's Add Detail Lora to SDXL version
	Switch Hand Fix Depth ControlNet version to SDXL
	Hand Fix MeshGraphhormer Hand Refiner resolution
	Use Load ControNet Model and set Union ControlNet type to load xinsir controlnet union in I/O Paint process
	Enable Black Pixel switch for Inpaint/Outpaint ControlNet in I/O Paint process
	(If it is SD15, choose the opposite)

Other:
	1. Nodes State JK🐉 uses target nodes' id to control their active | mute | bypass mode. Need to update node_id_list if you make a copy.
	2. The order of Detailer Progress and Upscale Progress can be swapped. Please avoid to form loops. 
</details> <details> <summary><b>Explanation</b></summary>

image

  • Overall Workflow

image

  • Image Comparer

image

  • Project Setting

image image image image

  • Base Model Parameters

image

  • TI Parameters

image

  • Fine Tune String Parameters

image

  • Auto Variation Prompt Parameters

image

  • Advanced Conditioning Parameters

image

  • Lora Parameters

image

  • Control Net Parameters

image

  • Advanced Model Parameters

image image image

  • Refine Process Parameters

image image image image image

  • Upscale Process Parameters

image image image

  • Detailer Process Parameters

image image image

  • In/Out Paint Process Parameters
</details>

JK_workflow : img2mesh

<details> <summary><b>Introduction</b></summary>
Hotkey:
	\`: Main Workflow Control Pannels

Workflow Control:
	Each img2mesh workflow contains several sub-workflows as the filename indicates.
	Each sub-workflow consists of one or more sub-steps.
	Each sub-step saves the result as images or meshes when it finishes generation.
	Each sub-step can switch from generation mode to loading mode.
	It's recommended to enable sub-step step by step and switch to loading mode after the generation.

Other:
	TripoSR workflow is not included because it is straightforward.
	Triplane workflow is not included because it is straightforward.
</details> <details> <summary><b>Explanation</b></summary>

image

  • Workflow breakdown: img2mesh types

image

  • Workflow breakdown: CRM&Zero123plus&MVDream&CharacterGen

image

  • Workflow breakdown: JUnique3D&Wonder3D&Era3D

image

  • Workflow breakdown: Zero123&SV3D

image

  • Workflow breakdown: 3DGS

image

  • Workflow Control Panels: CRM&Zero123plus&MVDream&CharacterGen

image

  • Workflow Control Panels: Unique3D&Wonder3D&Era3D

image

  • Workflow Control Panels: Zero123&SV3D

image

  • Workflow Control Panels: 3DGS
</details>

JakeUpgrade Nodes

<details> <summary><b>Custom Nodes</b></summary>
Misc Nodes
	SD1.5 Aspect Ratio JK🐉
	SDXL Aspect Ratio JK🐉
	SD3 Aspect Ratio JK🐉
	Aspect Ratio JK🐉
	Tiling Mode JK🐉
	Empty Latent Color JK🐉
	Random Beats JK🐉
	SDXL Target Res JK🐉
	Get Size JK🐉
	Image Crop by Mask Resolution JK🐉
	Image Crop by Mask Params JK🐉,
	Latent Crop Offset JK🐉
	Scale To Resolution JK🐉
Reroute Nodes
	Reroute List JK🐉
	Reroute Ckpt JK🐉
	Reroute Vae JK🐉
	Reroute Sampler JK🐉
	Reroute Upscale JK🐉
	Reroute Resize JK🐉
	Reroute String JK🐉
	String To Combo JK🐉
ControlNet Nodes
	Apply ControlNet JK🐉
	Multi-ControlNet Stack JK🐉
	ControlNet Loader JK🐉
	Multi-ControlNet Param Stack JK🐉
	Apply Multi-ControlNet JK🐉
	Apply Multi-ControlNet Adv JK🐉
LoRA Nodes
	Load LoRA JK🐉
	LoRA Stack JK🐉
	Apply LoRA Stack JK🐉
Embedding Nodes
	Embedding Picker JK🐉
	Embedding Picker Multi JK🐉
Loader Nodes
	Ckpt Loader JK🐉
	Vae Loader JK🐉
	Sampler Loader JK🐉
	Upscale Model Loader JK🐉
Pipe Nodes
	Nodes State JK🐉
	Ksampler Parameters JK🐉
	Ksampler Parameters Default JK🐉
	Guidance Default JK🐉
	Project Setting JK🐉
	Base Model Parameters JK🐉
	Base Model Parameters Extract JK🐉
	Base Image Parameters Extract JK🐉
	Base Model Pipe JK🐉
	Base Model Pipe Extract JK🐉
	Base Model Parameters SD3 JK🐉
	Refine Pipe JK🐉
	Refine Pipe Extract JK🐉
	Noise Injection Parameters JK🐉
	Noise Injection Pipe Extract JK🐉
	Refine Model Parameters JK🐉
	Refine 1 Parameters Extract JK🐉
	Refine 2 Parameters Extract JK🐉
	Upscale Model Parameters JK🐉
	Image Upscale Parameters Extract JK🐉
	Latent Upscale Parameters Extract JK🐉
	Upscale Model Parameters Extract JK🐉
	Detailer Parameters JK🐉
	Pipe End JK🐉
	Metadata Pipe JK🐉
	Metadata Pipe Extract JK🐉
Image Nodes
	Save Image With Metadata JK🐉
	Save Image With Metadata Flow JK🐉
	Load Image With Metadata JK🐉
	Load Image With Alpha JK🐉
	Make Image Grid JK🐉
	Split Image Grid JK🐉
	Enchance And Resize Hint Images JK🐉
	Image Resize Mode JK🐉
	Remove Image Alpha JK🐉
	Color Grading JK🐉
Mask Nodes
	Is Mask Empty JK🐉
Animation Nodes
	Animation Prompt JK🐉
	Animation Value JK🐉
Logic switches Nodes
	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🐉
	Pipe Input Switch JK🐉
	Impact Pipe 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🐉
ComfyMath Fix Nodes
	BoolToInt JK🐉
	IntToBool JK🐉
	BoolUnaryOp JK🐉
	BoolBinaryOp JK🐉
	Bool And JK🐉
	Bool OR JK🐉
	StringBinaryCon JK🐉
	Prompt Combine JK🐉
	FloatUnaryCon JK🐉
	FloatBinaryCon JK🐉
	IntUnaryCon JK🐉
	IntBinaryCon JK🐉
	NumberUnaryCon JK🐉
	NumberBinaryCon JK🐉
	Vec2UnaryCon JK🐉
	Vec2BinaryCon JK🐉
	Vec2ToFloatUnaryOp JK🐉
	Vec2ToFloatBinaryOp JK🐉
	Vec2FloatOp JK🐉
	Vec3UnaryCon JK🐉
	Vec3BinaryCon JK🐉
	Vec3ToFloatUnaryOp JK🐉
	Vec3ToFloatBinaryOp JK🐉
	Vec3FloatOp JK🐉
	Vec4UnaryCon JK🐉
	Vec4BinaryCon JK🐉
	Vec4ToFloatUnaryOp JK🐉
	Vec4ToFloatBinaryOp JK🐉
	Vec4FloatOp JK🐉
ComfyMath Nodes
	FloatToInt JK🐉
	IntToFloat JK🐉
	IntToNumber JK🐉
	NumberToInt JK🐉
	FloatToNumber JK🐉
	NumberToFloat JK🐉
	ComposeVec2 JK🐉
	ComposeVec3 JK🐉
	ComposeVec4 JK🐉
	BreakoutVec2 JK🐉
	BreakoutVec3 JK🐉
	BreakoutVec4 JK🐉
	FloatUnaryOp JK🐉
	FloatBinaryOp JK🐉
	IntUnaryOp JK🐉
	IntBinaryOp JK🐉
	NumberUnaryOp JK🐉
	NumberBinaryOp JK🐉
	Vec2UnaryOp JK🐉
	Vec2BinaryOp JK🐉
	Vec3UnaryOp JK🐉
	Vec3BinaryOp JK🐉
	Vec4UnaryOp JK🐉
	Vec4BinaryOp JK🐉
Simple Evaluate Nodes
	Evaluate Ints JK🐉
	Evaluate Floats JK🐉
	Evaluate String JK🐉
	Evaluate Examples JK🐉
3D Nodes
	Orbit Poses JK🐉
	OrbitLists to OrbitPoses JK🐉
	OrbitPoses to OrbitLists JK🐉
</details> <details> <summary><b>Group Nodes</b></summary>
Tools
	JK🐉::Image Crop by Mask
	JK🐉::Image Crop by Mask and Resize
	JK🐉::Image Crop by Mask and Resize (Input)
	JK🐉::Image RemBG
	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>

Reference Custom Nodes