490 lines
23 KiB
Markdown
490 lines
23 KiB
Markdown
## ComfyUI Jake Upgrade
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A [ComfyUI](https://github.com/comfyanonymous/ComfyUI) workflow customization by Jake.
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If you like what I share, please support me with [PayPal](https://paypal.me/jakechaikefu).
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## Installation
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1. `git clone https://github.com/jakechai/ComfyUI-JakeUpgrade` into the `custom_nodes` folder
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- e.g. `custom_nodes\ComfyUI-JakeUpgrade`
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OR: Install using ComfyUI Manager.
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2. Open a Command Prompt/Terminal/etc.
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3. Change to the `custom_nodes\ComfyUI-JakeUpgrade` folder you just created
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- e.g. `cd C:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-JakeUpgrade`
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4. Install python packages
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- **Windows Standalone installation** (embedded python):
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`../../../python_embeded/python.exe -s -m pip install -r requirements.txt`
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OR: run install.bat.
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- **Manual/non-Windows installation**
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`pip install -r requirements.txt`
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## Video Introduction
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- txt2img&img2img workflow: [Youtube](https://www.youtube.com/watch?v=PKnxhFZNu2c) [Bilibili](https://www.bilibili.com/video/BV1h6421f7AQ/)
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- txt2img&img2img SD3 workflow: [Youtube](https://youtu.be/MZBNzaWHdr8) [Bilibili](https://www.bilibili.com/video/BV1ceHheqEru/)
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- prompt generation workflow: [Youtube](https://youtu.be/h_2PimL3iXY) [Bilibili](https://www.bilibili.com/video/BV1FZp4ebEjK/)
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- img2mesh workflow: [Youtube](https://www.youtube.com/watch?v=CbG2Vq3kps0) [Bilibili](https://www.bilibili.com/video/BV1CE4m1R7br/)
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- 3D-Pack Installation Tips： [Youtube](https://www.youtube.com/watch?v=RjuoLMCpvbI) [Bilibili](https://www.bilibili.com/video/BV1Nm421375F/)
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- 3D-Pack Algorithm Comparison： [Youtube](https://www.youtube.com/watch?v=E7Oj8UUGLic) [Bilibili](https://www.bilibili.com/video/BV1CU411U7y4/)
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## JakeUpgrade Workflow
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### Main
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- [JK_workflow_txt2img_img2img_SD3](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_txt2img_img2img_SD3.json)
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- [JK_workflow_txt2img_img2img_SDXL](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_txt2img_img2img_SDXL.json)
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- [JK_workflow_txt2img_img2img_SD15](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_txt2img_img2img_SD15.json)
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- [JK_workflow_txt2prompt_img2prompt](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_txt2prompt_img2prompt.json)
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- [JK_workflow_img2mesh_CRM&Zero123plus&MVDream&CharacterGen](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_img2mesh_CRM&Zero123plus&MVDream&CharacterGen.json)
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- [JK_workflow_img2mesh_Unique3D&Wonder3D&Era3D](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_img2mesh_Unique3D&Wonder3D&Era3D.json)
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- [JK_workflow_img2mesh_Zero123&SV3D](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_img2mesh_Zero123&SV3D.json)
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- [JK_workflow_img2mesh_3DGS](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Main/JK_workflow_img2mesh_3DGS.json)
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> [!NOTE]
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> - ComfyUI-3D-Pack needs pytorch 2.3.0+cu121 and xformers, but the latest ComfyUI_windows_portable version uses pytorch 2.3.1+cu121 or higher, you should separate those two ComfyUI.
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> - ComfyUI-3D-Pack 3DMesh | 3DGS Preview not working seems to be related to the frontend change of ComfyUI. Fall back to the legacy frontend by adding `--front-end-version Comfy-Org/ComfyUI_legacy_frontend@latest` to the command line argument. [ComfyUI/pull/4379](https://github.com/comfyanonymous/ComfyUI/pull/4379).
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> - [CXH joy caption](https://github.com/StartHua/Comfyui_CXH_joy_caption) conflicts with [VLM Nodes](https://github.com/gokayfem/ComfyUI_VLM_nodes) and is not included in the prompt generation workflow.
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### Module
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- [JK_workflow_NoiseInjectionVariation](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_Workflow_NoiseInjectionVariation.json)
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- [JK_workflow_Concept](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_workflow_Concept.json)
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- [JK_workflow_Seamless Texture](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_workflow_Seamless%20Texture.json)
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- [JK_workflow_Detailer](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_workflow_Detailer.json)
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- [JK_workflow_Inpaint](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_workflow_Inpaint.json)
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- [JK_workflow_txt2img_Simple](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_workflow_txt2img_Simple.json)
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- [JK_workflow_Upscale](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_workflow_Upscale.json)
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- [JK_Workflow_Mesh-ReMesh_Projection](https://github.com/jakechai/ComfyUI-JakeUpgrade/blob/master/Workflow/Module/JK_Workflow_Mesh-ReMesh_Projection.json)
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## Required Custom Nodes
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### Common
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- [rgthree](https://github.com/rgthree/rgthree-comfy)
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- [pythongosssss](https://github.com/pythongosssss/ComfyUI-Custom-Scripts)
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- [ControlNet AUX](https://github.com/Fannovel16/comfyui_controlnet_aux)
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- [Impact Pack](https://github.com/ltdrdata/ComfyUI-Impact-Pack)
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- [Inspire Pack](https://github.com/ltdrdata/ComfyUI-Inspire-Pack)
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- [IP Adapter Plus](https://github.com/cubiq/ComfyUI_IPAdapter_plus)
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- [KJ Nodes](https://github.com/kijai/ComfyUI-KJNodes)
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- [Essentials](https://github.com/cubiq/ComfyUI_essentials)
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- [WAS Node Suite](https://github.com/WASasquatch/was-node-suite-comfyui)
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- [JakeUpgrade](https://github.com/jakechai/ComfyUI-JakeUpgrade)
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### txt2img_img2img workflow
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- [Adv ControlNet](https://github.com/Kosinkadink/ComfyUI-Advanced-ControlNet)
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- [Segment Anything](https://github.com/storyicon/comfyui_segment_anything)
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- [NNLatentUpscale](https://github.com/Ttl/ComfyUi_NNLatentUpscale)
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- [Ultimate SD Upscale](https://github.com/ssitu/ComfyUI_UltimateSDUpscale)
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- [Seamless tiling](https://github.com/spinagon/ComfyUI-seamless-tiling)
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- [Comfyroll](https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes)
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- [ComfyUI Noise](https://github.com/BlenderNeko/ComfyUI_Noise)
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- [Face Analysis](https://github.com/cubiq/ComfyUI_FaceAnalysis)
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- [StyleAligned](https://github.com/brianfitzgerald/style_aligned_comfy)
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- [ComfyUI ELLA](https://github.com/TencentQQGYLab/ComfyUI-ELLA)
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- [Dynamic Prompts](https://github.com/adieyal/comfyui-dynamicprompts)
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- [One Button Prompt](https://github.com/AIrjen/OneButtonPrompt)
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- [Portrait Master](https://github.com/florestefano1975/comfyui-portrait-master)
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- [Flux Prompt Generator](https://github.com/fairy-root/Flux-Prompt-Generator)
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- [Merlin Magic Photo Prompter](https://github.com/Xclbr7/ComfyUI-Merlin)
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- [WD14 Tagger](https://github.com/pythongosssss/ComfyUI-WD14-Tagger)
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- [VLM Nodes](https://github.com/gokayfem/ComfyUI_VLM_nodes)
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- [IF AI Tools](https://github.com/if-ai/ComfyUI-IF_AI_tools)
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### img2mesh workflow
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- [ComfyUI 3D Pack](https://github.com/MrForExample/ComfyUI-3D-Pack)
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### Install and copy | replace files
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- [ComfyUI Manager](https://github.com/ltdrdata/ComfyUI-Manager) : Copy _JK.pack in the replacement folder to `custom_nodes\ComfyUI-Manager\component'.
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- [Prompt Stylers](https://github.com/wolfden/ComfyUi_PromptStylers) : Copy new styles (optional).
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> [!NOTE]
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> - Make sure to replace _JK.pack again if it's updated.
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> - img2mesh workflow doesn't need to copy _JK.pack or prompt styles.
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## JK_workflow : txt2img_img2img
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<details>
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<summary>ℹ️ <i>See More Information</i></summary>
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### Introduction
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Hotkey:
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0: usage guide
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\`: overall workflow
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1: base, image selection, & noise injection
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2: embedding, fine tune string, auto prompts, & adv conditioning parameters
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3: lora, controlnet parameters, & adv model parameters
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4: refine parameters
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5: detailer parameters
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6: upscale parameters
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7: In/Out Paint parameters
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Workflow Control:
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All switches in any Workflow panel take effect in realtime.
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All switches in any Select panel also affect sub workflow, but don't take effect in realtime, which needs preprocessing.
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All switches in Parameters panel that affect sub workflow don't take effect in realtime, which needs preprocessing.
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Suggested method:
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Preprocessing needs to be executed before actural generation for switches in Select or Parameters panels to control the sub workflow.
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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.
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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.
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Metadata:
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All parameters including sub-workflow-related switches will affect the generation result and also the content of Metadata saved with the image.
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In Refine image saving, remove noise_jinection_metadata link if not refining any noise injection process.
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In Upscale image saving, remove noise_jinection_metadata or refine_metadata link if not using Noise Injection or refine process.
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In Detailer image saving, remove noise_jinection_metadata, refine_metadata or upscale_metadata link if not using Noise Injection or refine process.
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SDXL switches:
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Image Resolution
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Load SDXL Ckpt | Vae for Base | Refine | Upscale | Detailer | In/Out Paint
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FreeU SDXL settings
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Auto Variation SDXL settings
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Disable SD15 ELLA Text Encode (in Base Model Sub Workflow JK🐉)
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Enable SDXL Text Ecode (in Base Model Sub Workflow JK🐉) (Optional)
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Enable SDXL Refine Text Encode (in Refine Sub Workflow JK🐉) (optional)
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Switch plus, plus-face, and faceid ipadapter to sdxl_vit-h version
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Switch faceid lora to sdxl version
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Switch Image Upscale ControlNet Depth|Tile to sdxl version (in Upscale Sub Workflow JK🐉)
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Switch NNLatentUpscale version to SDXL
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Set Ultimate SD Upscale Tile size to 1024
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Switch Detailer's Add Detail Lora to SDXL version
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Use Load ControNet++ Model of ComfyUI Advanced ControNet to load xinsir controlnet union inpaint/outpaint for Inpaint/Outpaint ControlNet in I/O Paint process
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Enable Black Pixel switch for Inpaint/Outpaint ControlNet in I/O Paint process
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(If it is SD15, choose the opposite)
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Other:
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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.
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2. The order of Detailer Progress and Upscale Progress can be swapped. Please avoid to form loops.
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### Explanation
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- Overall Workflow
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- Image Comparer
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- Project Setting
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- Base Model Parameters
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- TI Parameters
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- Fine Tune String Parameters
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- Auto Variation Prompt Parameters
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- Advanced Conditioning Parameters
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- Lora Parameters
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- Control Net Parameters
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- Advanced Model Parameters
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- Refine Process Parameters
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- Upscale Process Parameters
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- Detailer Process Parameters
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- In/Out Paint Process Parameters
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</details>
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## JK_workflow : img2mesh
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<details>
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<summary>ℹ️ <i>See More Information</i></summary>
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### Introduction
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Hotkey:
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\`: Main Workflow Control Pannels
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Workflow Control:
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Each img2mesh workflow contains several sub-workflows as the filename indicates.
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Each sub-workflow consists of one or more sub-steps.
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Each sub-step saves the result as images or meshes when it finishes generation.
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Each sub-step can switch from generation mode to loading mode.
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It's recommended to enable sub-step step by step and switch to loading mode after the generation.
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Other:
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TripoSR workflow is not included because it is straightforward.
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Triplane workflow is not included because it is straightforward.
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### Explanation
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- Workflow breakdown: img2mesh types
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- Workflow breakdown: CRM&Zero123plus&MVDream&CharacterGen
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- Workflow breakdown: JUnique3D&Wonder3D&Era3D
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- Workflow breakdown: Zero123&SV3D
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- Workflow breakdown: 3DGS
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- Workflow Control Panels: CRM&Zero123plus&MVDream&CharacterGen
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- Workflow Control Panels: Unique3D&Wonder3D&Era3D
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- Workflow Control Panels: Zero123&SV3D
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- Workflow Control Panels: 3DGS
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</details>
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## JakeUpgrade Custom Nodes
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<details>
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<summary>ℹ️ <i>See More Information</i></summary>
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Misc Nodes
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SD1.5 Aspect Ratio JK🐉
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SDXL Aspect Ratio JK🐉
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Reroute Nodes
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Reroute List JK🐉
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Reroute Ckpt JK🐉
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Reroute Vae JK🐉
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Reroute Sampler JK🐉
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Reroute Upscale JK🐉
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Reroute Resize JK🐉
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Reroute String JK🐉
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ControlNet Nodes
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Apply ControlNet JK🐉
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Multi-ControlNet Stack JK🐉
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Apply Multi-ControlNet JK🐉
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Apply Multi-ControlNet SD3 JK🐉
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LoRA Nodes
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Load LoRA JK🐉
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LoRA Stack JK🐉
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Embedding Nodes
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Embedding Picker JK🐉
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Embedding Picker Multi JK🐉
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Loader Nodes
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Ckpt Loader JK🐉
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Vae Loader JK🐉
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Sampler Loader JK🐉
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Upscale Model Loader JK🐉
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Pipe Nodes
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Nodes State JK🐉
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Ksampler Parameters JK🐉
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Project Setting JK🐉
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Base Model Parameters JK🐉
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Base Model Parameters Extract JK🐉
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Base Image Parameters Extract JK🐉
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Base Model Pipe JK🐉
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Base Model Pipe Extract JK🐉
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Refine Pipe JK🐉
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Refine Pipe Extract JK🐉
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Noise Injection Parameters JK🐉
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Noise Injection Pipe Extract JK🐉
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Refine Model Parameters JK🐉
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Refine 1 Parameters Extract JK🐉
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Refine 2 Parameters Extract JK🐉
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Upscale Model Parameters JK🐉
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Image Upscale Parameters Extract JK🐉
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Latent Upscale Parameters Extract JK🐉
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Upscale Model Parameters Extract JK🐉
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Detailer Parameters JK🐉
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Pipe End JK🐉
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Metadata Pipe JK🐉
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Metadata Pipe Extract JK🐉
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Image Nodes
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Save Image With Metadata JK🐉
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Save Image With Metadata Flow JK🐉
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Load Image With Metadata JK🐉
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Enchance And Resize Hint Images JK🐉
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Remove Image Alpha JK🐉
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Animation Nodes
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Animation Prompt JK🐉
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Animation Value JK🐉
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Logic switches Nodes
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Boolean JK🐉
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Image Input Switch JK🐉
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Mask Input Switch JK🐉
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Int Input Switch JK🐉
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Float Input Switch JK🐉
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Latent Input Switch JK🐉
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Conditioning Input Switch JK🐉
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Clip Input Switch JK🐉
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Model Input Switch JK🐉
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ControlNet Input Switch JK🐉
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Text Input Switch JK🐉
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VAE Input Switch JK🐉
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Switch Model and CLIP JK🐉
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Pipe Input Switch JK🐉
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Impact Pipe Input Switch JK🐉
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Mesh Input Switch JK🐉
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Ply Input Switch JK🐉
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Orbit Pose Input Switch JK🐉
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ComfyMath Fix Nodes
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BoolToInt JK🐉
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IntToBool JK🐉
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BoolUnaryOp JK🐉
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BoolBinaryOp JK🐉
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StringBinaryCon JK🐉
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Prompt Combine JK🐉
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FloatUnaryCon JK🐉
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FloatBinaryCon JK🐉
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IntUnaryCon JK🐉
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IntBinaryCon JK🐉
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NumberUnaryCon JK🐉
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NumberBinaryCon JK🐉
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Vec2UnaryCon JK🐉
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Vec2BinaryCon JK🐉
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Vec2ToFloatUnaryOp JK🐉
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Vec2ToFloatBinaryOp JK🐉
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Vec2FloatOp JK🐉
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Vec3UnaryCon JK🐉
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Vec3BinaryCon JK🐉
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Vec3ToFloatUnaryOp JK🐉
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Vec3ToFloatBinaryOp JK🐉
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Vec3FloatOp JK🐉
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Vec4UnaryCon JK🐉
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Vec4BinaryCon JK🐉
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Vec4ToFloatUnaryOp JK🐉
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Vec4ToFloatBinaryOp JK🐉
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Vec4FloatOp JK🐉
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ComfyMath Nodes
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FloatToInt JK🐉
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IntToFloat JK🐉
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IntToNumber JK🐉
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NumberToInt JK🐉
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FloatToNumber JK🐉
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NumberToFloat JK🐉
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ComposeVec2 JK🐉
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ComposeVec3 JK🐉
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ComposeVec4 JK🐉
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BreakoutVec2 JK🐉
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BreakoutVec3 JK🐉
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BreakoutVec4 JK🐉
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FloatUnaryOp JK🐉
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FloatBinaryOp JK🐉
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IntUnaryOp JK🐉
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IntBinaryOp JK🐉
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NumberUnaryOp JK🐉
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NumberBinaryOp JK🐉
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Vec2UnaryOp JK🐉
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Vec2BinaryOp JK🐉
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Vec3UnaryOp JK🐉
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Vec3BinaryOp JK🐉
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Vec4UnaryOp JK🐉
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Vec4BinaryOp JK🐉
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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>
|
||
|
||
## JakeUpgrade Group Nodes
|
||
<details>
|
||
<summary>ℹ️ <i>See More Information</i></summary>
|
||
|
||
Tools
|
||
JK🐉::CLIPSegMask
|
||
JK🐉::Pad Image for Outpainting
|
||
JK🐉::SegAnythingMask
|
||
JK🐉::Image to Prompt (LLava Local)
|
||
JK🐉::Image to Prompt Advanced (LLava Local)
|
||
Workflow
|
||
JK🐉::Concept
|
||
JK🐉::Inpaint Simple
|
||
JK🐉::Inpaint Checkpoint
|
||
JK🐉::Outpaint Checkpoint
|
||
JK🐉::txt2img
|
||
JK🐉::Inpaint ControlNet
|
||
JK🐉::Outpaint ControlNet
|
||
</details>
|
||
|
||
## Reference Custom Nodes
|
||
<details>
|
||
<summary>ℹ️ <i>See More Information</i></summary>
|
||
|
||
- [rgthree](https://github.com/rgthree/rgthree-comfy)
|
||
- [Comfyroll](https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes)
|
||
- [Efficiency Nodes](https://github.com/jags111/efficiency-nodes-comfyui)
|
||
- [ControlNet AUX](https://github.com/Fannovel16/comfyui_controlnet_aux)
|
||
- [Impact Pack](https://github.com/ltdrdata/ComfyUI-Impact-Pack)
|
||
- [Image Saver](https://github.com/giriss/comfy-image-saver)
|
||
- [Prompt Reader](https://github.com/receyuki/comfyui-prompt-reader-node)
|
||
- [ComfyMath](https://github.com/evanspearman/ComfyMath)
|
||
- [Embedding Picker](https://github.com/Tropfchen/ComfyUI-Embedding_Picker)
|
||
- [Layer Style](https://github.com/chflame163/ComfyUI_LayerStyle)
|
||
</details>
|
||
|
||
## Changelog
|
||
- 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.
|