# ComfyUI: English Built-in Nodes Nodes ## Nodes - [English / Built-in Nodes / Nodes / Model (349 pages)](https://docs.comfy.org/_llms/en/built-in-nodes/nodes/model.md): Documentation for English / Built-in Nodes / Nodes / Model. - [English / Built-in Nodes / Nodes / Partner (267 pages)](https://docs.comfy.org/_llms/en/built-in-nodes/nodes/partner.md): Documentation for English / Built-in Nodes / Nodes / Partner. ### 3D - [BuildPoseFile - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BuildPoseFile.md): This node builds a ready-to-save 3D animation file from pose data. - [CreateCameraInfo - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateCameraInfo.md): The Create Camera Info node builds a camera information structure for 3D rendering. - [Get3DComponents - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Get3DComponents.md): Get3DComponents parses a 3D model file (GLB, GLTF, OBJ, or STL) into an editable mesh that can be used by mesh-processing nodes such as decimate, remesh, UV unwrap, and bake. - [Load3D - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Load3D.md): The Load3D node is a core node for loading and processing 3D model files. - [Load3DAdvanced - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Load3DAdvanced.md): The Load 3D (Advanced) node loads a 3D model file from your ComfyUI input directory and provides the model data along with camera and viewport information. - [Load3DAnimation - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Load3DAnimation.md): The Load3DAnimation node is a core node for loading and processing 3D model files. - [MeshToFile3D - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MeshToFile3D.md): This node serializes a mesh into a GLB file object that can be passed to Save 3D or Preview 3D nodes. - [Preview3D - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Preview3D.md): Preview3D node is mainly used to preview 3D model outputs. - [Preview3DAdvanced - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Preview3DAdvanced.md): This node displays a 3D model preview in the UI without saving the file to the ComfyUI output directory. - [Preview3DAnimation - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Preview3DAnimation.md): Preview3DAnimation node is mainly used to preview 3D model outputs. - [PreviewGaussianSplat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PreviewGaussianSplat.md): The PreviewGaussianSplat node displays a 3D gaussian splat file in a preview window without saving it to the ComfyUI output directory. - [PreviewPointCloud - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PreviewPointCloud.md): The Preview Point Cloud node lets you view a 3D point cloud file in the ComfyUI interface without saving it to the ComfyUI output directory. - [Save3DAdvanced - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Save3DAdvanced.md): This node saves a 3D model to a file in the ComfyUI output directory, with advanced control over the output dimensions and camera/viewport settings. - [SaveGaussianSplat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveGaussianSplat.md): This node saves a Gaussian splat 3D file to the output directory. - [SaveGLB - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveGLB.md): The SaveGLB node saves 3D mesh data or 3D file inputs to the output directory. - [SavePointCloud - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SavePointCloud.md): The Save Point Cloud node saves a 3D point cloud file to the output directory and optionally provides preview data for the 3D viewer. - [VoxelToMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VoxelToMesh.md): The VoxelToMesh node converts 3D voxel data into a mesh geometry by extracting a surface at a specified threshold value. - [VoxelToMeshBasic - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VoxelToMeshBasic.md): The VoxelToMeshBasic node converts 3D voxel data into mesh geometry. #### Mesh - [DecimateMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DecimateMesh.md): DecimateMesh simplifies a 3D mesh to a target face count using quadric error metric (QEM) simplification, running the computation on the active compute device. - [FillHoles - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FillHoles.md): This node fills holes in a 3D mesh by detecting open boundary edges and creating new faces to close them. - [GetMeshInfo - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/GetMeshInfo.md): Get Mesh Info reports the number of vertices and faces in a mesh, along with the attributes it contains (such as UVs, vertex colors, normals, and textures). - [MergeMeshes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MergeMeshes.md): MergeMeshes combines multiple mesh inputs into one mesh by stacking their vertices, faces, UV coordinates, and vertex colors, and adjusting face indices so the result is a single c - [MeshSmoothNormals - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MeshSmoothNormals.md): Compute smooth per-vertex normals for a mesh and attach them. - [PaintMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PaintMesh.md): PaintMesh occupies a 3D mesh and a voxel color field. - [RemeshMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RemeshMesh.md): Remesh Mesh rebuilds a mesh with a clean, uniform tessellation by sampling a narrow-band distance field around the original surface and extracting it with Dual Contouring. - [RenderMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RenderMesh.md): This node renders a 3D mesh into a 2D image by ray-casting a single view. - [RotateMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RotateMesh.md): Rotate a 3D mesh around the world axes using either Euler XYZ angles (in degrees) or a quaternion. - [WeldVertices - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/WeldVertices.md): Weld Vertices merges coincident vertices in a 3D mesh, so faces that previously had separate corner points end up sharing the same vertices. #### Splat - [File3DToSplat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/File3DToSplat.md): This node converts a 3D file containing gaussian splat data into a gaussian splat format that can be used in the node graph. - [GetSplatCount - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/GetSplatCount.md): The Get Splat Count node returns the total number of splats (gaussian points) in a splat batch, summed across all items in the batch. - [MergeSplat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MergeSplat.md): The Merge Splats node combines multiple gaussian splat models into a single splat by concatenating their data. - [RenderSplat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RenderSplat.md): Render a gaussian splat as an image using an anisotropic EWA rasterizer with oriented elliptical splats, antialiasing, and depth-sorted front-to-back rendering. - [SplatToFile3D - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SplatToFile3D.md): The SplatToFile3D node converts a gaussian splat into a File3D object that can be used with Save or Preview 3D nodes. - [SplatToMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SplatToMesh.md): This node converts a 3D Gaussian splat into a colored mesh surface. - [TransformSplat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TransformSplat.md): The Transform Splat node applies translation, rotation, and scaling transformations to a gaussian splat. #### Texturing - [ApplyTextureToMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ApplyTextureToMesh.md): This node attaches baked texture images to a mesh's UV layout so they can be exported together with the mesh by the SaveGLB node. - [BakeAmbientOcclusion - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BakeAmbientOcclusion.md): Bakes an ambient-occlusion map from a high-poly mesh into the UV layout of a low-poly mesh. - [BakeNormalMapFromMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BakeNormalMapFromMesh.md): This node bakes a tangent-space normal map from a high-poly mesh onto a low-poly mesh's UV layout, capturing surface detail that was lost during decimation. - [BakeTextureFromVoxel - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BakeTextureFromVoxel.md): This node bakes PBR textures onto a 3D mesh using the mesh’s existing UV layout. - [MeshTextureToImage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MeshTextureToImage.md): This node extracts a mesh's baked textures and returns them as separate images: base color, metallic, roughness, occlusion, and normal map. - [RenderUVAtlas - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RenderUVAtlas.md): Renders a mesh's UV layout as an image. - [UnwrapMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/UnwrapMesh.md): Generates a UV atlas for a 3D mesh. ### Advanced - [ComfyCloudFlux2TextToImageNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyCloudFlux2TextToImageNode.md): Runs the Flux 2 dev text-to-image model on a Comfy Cloud GPU and returns the generated image. - [ComfyCloudMageFlowTextToImageNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyCloudMageFlowTextToImageNode.md): This node generates an image from a text prompt by sending the request to the Mage-Flow text-to-image workflow in the Comfy Cloud. - [ComfyCloudMageFlowTurboTextToImageNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyCloudMageFlowTurboTextToImageNode.md): This Comfy Cloud node generates an image from a text prompt using the Mage-Flow Turbo workflow (mage-flow-turbo/text-to-image). - [ComfyCloudZImageTurboNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyCloudZImageTurboNode.md): This node generates an image from a text prompt using the Z-Image Turbo model, which completes in just 8 steps. - [IdeogramV1 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/IdeogramV1.md): The IdeogramV1 node generates images using the Ideogram V1 model through an API. - [IdeogramV2 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/IdeogramV2.md): The Ideogram V2 node generates images using the Ideogram V2 AI model. - [KlingCameraControlI2VNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/KlingCameraControlI2VNode.md): The Kling Image to Video Camera Control Node transforms still images into cinematic videos with professional camera movements. - [KlingCameraControls - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/KlingCameraControls.md): The Kling Camera Controls node allows you to configure various camera movement and rotation parameters for creating motion control effects in video generation. - [KlingCameraControlT2VNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/KlingCameraControlT2VNode.md): Kling Text to Video Camera Control Node transforms text into cinematic videos with professional camera movements that simulate real-world cinematography. - [KlingDualCharacterVideoEffectNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/KlingDualCharacterVideoEffectNode.md): The Kling Dual Character Video Effect Node creates videos with special effects based on the selected scene. - [KlingSingleImageVideoEffectNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/KlingSingleImageVideoEffectNode.md): The Kling Single Image Video Effect Node creates videos with different special effects based on a single reference image. - [KlingVirtualTryOnNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/KlingVirtualTryOnNode.md): Kling Virtual Try On Node. - [MoonvalleyImg2VideoNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoonvalleyImg2VideoNode.md): The Moonvalley Marey Image to Video node transforms a reference image into a video using the Moonvalley API. - [MoonvalleyTxt2VideoNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoonvalleyTxt2VideoNode.md): The Moonvalley Marey Text to Video node generates video content from text descriptions using the Moonvalley API. - [MoonvalleyVideo2VideoNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoonvalleyVideo2VideoNode.md): The Moonvalley Marey Video to Video node transforms an input video into a new video based on a text description. - [SeedVR2ProgressiveSampler - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SeedVR2ProgressiveSampler.md): Sequential temporal chunking sampler for SeedVR2 native workflows. - [StabilityAudioInpaint - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityAudioInpaint.md): Transforms part of an existing audio sample using text instructions. - [StabilityAudioToAudio - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityAudioToAudio.md): Transforms existing audio samples into new high-quality compositions using text instructions. - [StabilityStableImageSD_3_5Node - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityStableImageSD_3_5Node.md): This node generates images synchronously using Stability AI's Stable Diffusion 3.5 model. - [StabilityStableImageUltraNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityStableImageUltraNode.md): Generates images synchronously based on prompt and resolution. - [StabilityTextToAudio - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityTextToAudio.md): Generates high-quality music and sound effects from text descriptions. - [StabilityUpscaleConservativeNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityUpscaleConservativeNode.md): Upscale image with minimal alterations to 4K resolution. - [StabilityUpscaleCreativeNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityUpscaleCreativeNode.md): Upscale image with minimal alterations to 4K resolution. - [StabilityUpscaleFastNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StabilityUpscaleFastNode.md): Quickly upscales an image via Stability API call to 4x its original size. - [TripoRefineNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TripoRefineNode.md): The TripoRefineNode refines draft 3D models created specifically by Tripo v1.4 models. - [VeoVideoGenerationNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VeoVideoGenerationNode.md): Generates videos from text prompts using Google's Veo API. #### Debug - [EasyCache - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/EasyCache.md): The EasyCache node adds a native caching system to a diffusion model that speeds up sampling by reusing results from previously computed steps instead of recomputing every step. - [LazyCache - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LazyCache.md): LazyCache is a homebrew version of EasyCache that provides an even easier implementation. - [ModelComputeDtype - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ModelComputeDtype.md): The ModelComputeDtype node changes the computational data type (precision) used by a model during processing. #### Guidance - [CFGNorm - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CFGNorm.md): CFGNorm applies a normalization technique to the classifier-free guidance (CFG) process in diffusion models. - [CFGZeroStar - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CFGZeroStar.md): The CFGZeroStar node applies a specialized guidance scaling technique to diffusion models. - [LTXVModalityGuidance - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LTXVModalityGuidance.md): This node applies cross-modal (audio-video) guidance to an LTXV-AV model. - [LTXVSpatioTemporalGuidance - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LTXVSpatioTemporalGuidance.md): This node improves the spatial detail and motion coherence of LTXV video generation by running an extra pass at each sampling step. - [NAGuidance - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/NAGuidance.md): The NAGuidance node applies Normalized Attention Guidance to a model. - [SkipLayerGuidanceDiT - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SkipLayerGuidanceDiT.md): Enhances guidance towards detailed structure by using another set of CFG negative with skipped layers. - [SkipLayerGuidanceDiTSimple - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SkipLayerGuidanceDiTSimple.md): Simple version of the SkipLayerGuidanceDiT node that only modifies the unconditional pass during the denoising process. - [SkipLayerGuidanceSD3 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SkipLayerGuidanceSD3.md): The SkipLayerGuidanceSD3 node enhances guidance towards detailed structure by applying an additional set of classifier-free guidance with skipped layers. - [TCFG - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TCFG.md): TCFG (Tangential Damping CFG) refines the unconditional (negative) predictions to better align with the conditional (positive) predictions during the sampling process. #### Hooks - [ConditioningTimestepsRange - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConditioningTimestepsRange.md): The ConditioningTimestepsRange node creates three distinct timestep ranges for controlling when conditioning effects are applied during the generation process. ##### Clip - [SetClipHooks - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SetClipHooks.md): The SetClipHooks node allows you to apply custom hooks to a CLIP model, enabling advanced modifications to its behavior. ##### Combine - [CombineHooks - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CombineHooks.md): The Combine Hooks [2] node merges two hook groups into a single combined hook group. - [CombineHooksEight - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CombineHooksEight.md): The Combine Hooks [8] node merges up to eight different hook groups into a single combined hook group. - [CombineHooksFour - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CombineHooksFour.md): The Combine Hooks [4] node merges up to four separate hook groups into a single combined hook group. ##### Cond Pair - [PairConditioningCombine - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PairConditioningCombine.md): The PairConditioningCombine node merges two separate conditioning pairs (each consisting of a positive and negative conditioning) into a single combined pair. - [PairConditioningSetDefaultAndCombine - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PairConditioningSetDefaultAndCombine.md): The PairConditioningSetDefaultAndCombine node sets default conditioning values and combines them with input conditioning data. - [PairConditioningSetProperties - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PairConditioningSetProperties.md): The PairConditioningSetProperties node allows you to modify properties of both positive and negative conditioning pairs at the same time. - [PairConditioningSetPropertiesAndCombine - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PairConditioningSetPropertiesAndCombine.md): The PairConditioningSetPropertiesAndCombine node modifies and combines conditioning pairs by applying new conditioning data to existing positive and negative conditioning inputs. ##### Cond Single - [ConditioningSetDefaultAndCombine - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConditioningSetDefaultAndCombine.md): This node combines a primary conditioning input with a default conditioning input using a hook-based system. - [ConditioningSetProperties - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConditioningSetProperties.md): The ConditioningSetProperties node modifies the properties of conditioning data by adjusting strength, area settings, and applying optional masks, hooks, or timestep ranges. - [ConditioningSetPropertiesAndCombine - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConditioningSetPropertiesAndCombine.md): The ConditioningSetPropertiesAndCombine node modifies conditioning data by applying properties from a new conditioning input to an existing conditioning input. ##### Create - [CreateHookLora - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateHookLora.md): The Create Hook LoRA node generates hook objects for applying LoRA (Low-Rank Adaptation) modifications to models. - [CreateHookLoraModelOnly - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateHookLoraModelOnly.md): This node creates a LoRA (Low-Rank Adaptation) hook that applies only to the model component, leaving the CLIP component completely unchanged. - [CreateHookModelAsLora - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateHookModelAsLora.md): This node creates a hook model as a LoRA (Low-Rank Adaptation) by loading checkpoint weights and applying strength adjustments to both the model and CLIP components. - [CreateHookModelAsLoraModelOnly - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateHookModelAsLoraModelOnly.md): This node creates a hook that applies a LoRA (Low-Rank Adaptation) model to modify only the model component of a neural network. ##### Manual - [SetModelHooksOnCond - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SetModelHooksOnCond.md): This node attaches custom hooks to conditioning data, allowing you to intercept and modify the conditioning process during model execution. ##### Scheduling - [CreateHookKeyframe - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateHookKeyframe.md): The Create Hook Keyframe node allows you to define specific points in a generation process where hook behavior changes. - [CreateHookKeyframesFromFloats - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateHookKeyframesFromFloats.md): This node creates hook keyframes from a list of floating-point strength values, distributing them evenly between specified start and end percentages. - [CreateHookKeyframesInterpolated - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateHookKeyframesInterpolated.md): Creates a sequence of hook keyframes with interpolated strength values between a start and end point. - [SetHookKeyframes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SetHookKeyframes.md): The Set Hook Keyframes node allows you to apply keyframe scheduling to existing hook groups. #### Loaders - [DeprecatedCheckpointLoader - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DeprecatedCheckpointLoader.md): The CheckpointLoader node is designed for advanced loading operations, specifically to load model checkpoints along with their configurations. - [DeprecatedDiffusersLoader - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DeprecatedDiffusersLoader.md): The DiffusersLoader node is designed for loading models from the diffusers library, specifically handling the loading of UNet, CLIP, and VAE models based on provided model paths. #### Model Merging - [SaveLoRANode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveLoRANode.md): The SaveLoRA node saves LoRA (Low-Rank Adaptation) models to your output directory. #### Multigpu - [MultiGPU_Options - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MultiGPU_Options.md): Documentation for MultiGPUOptions node. - [MultiGPU_WorkUnits - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MultiGPU_WorkUnits.md): Documentation for MultiGPUWorkUnits node. - [SelectCLIPDevice - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SelectCLIPDevice.md): Documentation for SelectCLIPDevice node. - [SelectModelDevice - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SelectModelDevice.md): Documentation for SelectModelDevice node. - [SelectVAEDevice - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SelectVAEDevice.md): Documentation for SelectVAEDevice node. ### API Node #### Image ##### BFL - [FluxProCannyNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FluxProCannyNode.md): Generate image using a control image (canny). - [FluxProDepthNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FluxProDepthNode.md): This node generates images using a depth control image as guidance. - [FluxProImageNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FluxProImageNode.md): Generates images synchronously based on prompt and resolution. - [Flux 1.1 [pro] Ultra Image - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/bfl/flux-1-1-pro-ultra-image.md): Create images using Black Forest Labs' high-resolution image generation API ##### Bytedance - [ByteDanceImageEditNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ByteDanceImageEditNode.md): The ByteDance Image Edit node allows you to modify images using ByteDance's AI models through an API. ##### Ideogram - [Ideogram V1 - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/ideogram/ideogram-v1.md): Node for creating precise text rendering images using Ideogram API - [Ideogram V2 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/ideogram/ideogram-v2.md): Node for creating high-quality images and text rendering using Ideogram V2 API ##### Luma - [Luma Image to Image - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/luma/luma-image-to-image.md): Node for modifying images using Luma AI - [Luma Reference - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/luma/luma-reference.md): Helper node providing reference images for Luma image generation - [Luma Text to Image - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/luma/luma-text-to-image.md): A node that converts text descriptions into high-quality images using Luma AI ##### OpenAI - [OpenAI DALL·E 2 - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/openai/openai-dalle2.md): Node for generating images using OpenAI's DALL·E 2 model - [OpenAI DALL·E 3 - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/openai/openai-dalle3.md): Node for generating high-quality images using OpenAI's DALL·E 3 model - [OpenAI GPT Image 1 - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/openai/openai-gpt-image1.md): Node for generating images using OpenAI's GPT-4 Vision model ##### Recraft - [Recraft Color RGB - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-color-rgb.md): Helper node for defining color controls in Recraft image generation - [Recraft Controls - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-controls.md): Node providing advanced control parameters for Recraft image generation - [Recraft Creative Upscale - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-creative-upscale.md): A Recraft Partner node that uses AI to creatively enhance image details and resolution - [Recraft Crisp Upscale - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-crisp-upscale.md): A Recraft Partner node that enhances image clarity and resolution using AI - [Recraft Image Inpainting - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-image-inpainting.md): Selectively modify image regions using Recraft API - [Recraft Image to Image - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-image-to-image.md): A Recraft Partner node that generates new images based on text prompts and reference images - [Recraft Remove Background - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-remove-background.md): A Recraft Partner node that automatically removes image backgrounds and creates transparent alpha channels - [Recraft Replace Background - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-replace-background.md): A Recraft Partner node that automatically detects foreground subjects and replaces backgrounds - [Recraft Style - Digital Illustration - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-style-digital-illustration.md): A helper node for setting digital illustration style in Recraft image generation - [Recraft Style - Logo Raster - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-style-logo-raster.md): Helper node for setting logo raster style in Recraft image generation - [Recraft Style - Realistic Image - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-style-realistic-image.md): A helper node for setting realistic photo style in Recraft image generation - [Recraft Text to Image - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-text-to-image.md): A Recraft Partner node that generates high-quality images from text descriptions - [Recraft Text to Vector - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-text-to-vector.md): A Recraft Partner node that generates scalable vector graphics from text descriptions - [Recraft Vectorize Image - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/recraft-vectorize-image.md): A Recraft Partner node that converts raster images to vector SVG format - [Save SVG - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/image/recraft/save-svg.md): A utility node for saving SVG vector graphics to files #### Video ##### Google - [Google Veo2 Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/google/google-veo2-video.md): A node that generates videos from text descriptions using Google's Veo2 technology ##### Kling - [Kling Image to Video (Camera Control) - ComfyUI Built-in Node](https://docs.comfy.org/built-in-nodes/partner-node/video/kwai_vgi/kling-camera-control-i2v.md): Image to video conversion node with camera control features - [Kling Text to Video (Camera Control) - ComfyUI Built-in Node](https://docs.comfy.org/built-in-nodes/partner-node/video/kwai_vgi/kling-camera-control-t2v.md): A text to video generation node with camera control features - [Kling Camera Controls - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/kwai_vgi/kling-camera-controls.md): A node that provides camera control parameters for Kling video generation - [Kling Image to Video - ComfyUI Built-in Node](https://docs.comfy.org/built-in-nodes/partner-node/video/kwai_vgi/kling-image-to-video.md): A node that converts static images to dynamic videos using Kling's AI technology - [Kling Start-End Frame to Video - ComfyUI Built-in Node](https://docs.comfy.org/built-in-nodes/partner-node/video/kwai_vgi/kling-start-end-frame-to-video.md): A node that creates smooth video transitions between start and end frames using Kling's AI technology - [Kling Text to Video - ComfyUI Built-in Node](https://docs.comfy.org/built-in-nodes/partner-node/video/kwai_vgi/kling-text-to-video.md): A node that converts text descriptions into videos using Kling's AI technology ##### Luma - [Luma Concepts - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/luma/luma-concepts.md): A helper node that provides concept guidance for Luma image generation - [Luma Image to Video - ComfyUI Native Partner Nodes Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/luma/luma-image-to-video.md): A node that converts static images to dynamic videos using Luma AI - [Luma Text to Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/luma/luma-text-to-video.md): A node that converts text descriptions to videos using Luma AI ##### MiniMax - [MiniMax Image to Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/minimax/minimax-image-to-video.md): A node that converts static images to dynamic videos using MiniMax AI - [MiniMax Text to Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/minimax/minimax-text-to-video.md): A node that converts text descriptions into videos using MiniMax AI ##### Pika - [Pika 2.2 Image to Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/pika/pika-image-to-video.md): A node that converts static images to dynamic videos using Pika AI - [Pika 2.2 Scenes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/pika/pika-scenes.md): A node that creates coherent scene videos from multiple images using Pika AI - [Pika 2.2 Text to Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/pika/pika-text-to-video.md): A node that converts text descriptions into videos using Pika AI - [Pikadditions - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Pikadditions.md): The Pikadditions node allows you to add any object or image into your video. - [Pikaffects - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Pikaffects.md): The Pikaffects node generates videos with various visual effects applied to an input image. - [PikaImageToVideoNode2_2 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PikaImageToVideoNode2_2.md): The Pika Image to Video node sends an image and text prompt to the Pika API version 2.2 to generate a video. - [PikaScenesV2_2 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PikaScenesV2_2.md): The PikaScenes v2.2 node combines multiple images to create a video that incorporates objects from all the input images. - [PikaStartEndFrameNode2_2 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PikaStartEndFrameNode2_2.md): The PikaFrames v2.2 Node generates a video by combining your first and last frame. - [Pikaswaps - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Pikaswaps.md): The Pika Swaps node replaces objects or regions in your video with a new image. - [PikaTextToVideoNode2_2 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PikaTextToVideoNode2_2.md): The Pika Text2Video v2.2 Node sends a text prompt to the Pika API version 2.2 to generate a video. ##### PixVerse - [PixVerse Image to Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/pixverse/pixverse-image-to-video.md): A node that converts static images to dynamic videos using PixVerse AI - [PixVerse Template - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/pixverse/pixverse-template.md): A helper node that provides preset templates for PixVerse video generation - [PixVerse Text to Video - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/pixverse/pixverse-text-to-video.md): A node that converts text descriptions into videos using PixVerse AI technology - [PixVerse Transition Video - ComfyUI Native Node Documentation](https://docs.comfy.org/built-in-nodes/partner-node/video/pixverse/pixverse-transition-video.md): Create smooth transition videos between start and end frames using PixVerse AI ### Audio - [AudioAdjustVolume - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AudioAdjustVolume.md): The AudioAdjustVolume node modifies the loudness of audio by applying volume adjustments in decibels (dB). - [AudioConcat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AudioConcat.md): The AudioConcat node combines two audio inputs by joining them together. - [AudioEqualizer3Band - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AudioEqualizer3Band.md): The Audio Equalizer (3-Band) node allows you to adjust the bass, mid, and treble frequencies of an audio waveform. - [AudioMerge - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AudioMerge.md): The AudioMerge node combines two audio tracks by overlaying their waveforms. - [EmptyAudio - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/EmptyAudio.md): The EmptyAudio node generates a silent audio clip with specified duration, sample rate, and channel configuration. - [JoinAudioChannels - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/JoinAudioChannels.md): The Join Audio Channels node combines two separate mono audio inputs into a single stereo audio output. - [LoadAudio - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadAudio.md): The LoadAudio node loads audio files from the input directory and converts them into a format that can be processed by other audio nodes in ComfyUI. - [PreviewAudio - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PreviewAudio.md): The Preview Audio node lets you listen to audio directly in the ComfyUI interface without saving it to the output directory. - [RecordAudio - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RecordAudio.md): The RecordAudio node loads audio files that have been recorded or selected through the audio recording interface. - [SaveAudio - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveAudio.md): This node saves audio data to a file in FLAC format. - [SaveAudioAdvanced - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveAudioAdvanced.md): Saves the input audio to your ComfyUI output directory. - [SaveAudioMP3 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveAudioMP3.md): The SaveAudioMP3 node saves audio data as an MP3 file. - [SaveAudioOpus - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveAudioOpus.md): The SaveAudioOpus node saves audio data to a file in the Opus format. - [SplitAudioChannels - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SplitAudioChannels.md): The SplitAudioChannels node separates stereo audio into individual left and right channels. - [TrimAudioDuration - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TrimAudioDuration.md): The TrimAudioDuration node allows you to cut a specific time segment from an audio file. ### Conditioning - [ConditioningAverage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConditioningAverage.md): The ConditioningAverage node is used to blend two different sets of conditioning (such as text prompts) according to a specified weight, generating a new conditioning vector that l - [Sd4xupscaleConditioning - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Sd4xupscaleConditioning.md): This node specializes in enhancing the resolution of images through a 4x upscale process, incorporating conditioning elements to refine the output. #### Video Models - [Wan Vace To Video - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/conditioning/video-models/wan-vace-to-video.md): Create videos using Alibaba Tongyi Wanxiang's high-resolution video generation API - [Stablezero123Conditioning - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Stablezero123Conditioning.md): This node is designed to process and condition data for use in StableZero123 models, focusing on preparing the input in a specific format that is compatible and optimized for these - [Stablezero123ConditioningBatched - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Stablezero123ConditioningBatched.md): This node is designed to process conditioning information in a batched manner specifically tailored for the StableZero123 model. - [SVD_img2vid_Conditioning - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SVD_img2vid_Conditioning.md): The SVDimg2vidConditioning node prepares conditioning data for video generation using Stable Video Diffusion. - [SvdImg2vidConditioning - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SvdImg2vidConditioning.md): This node is designed for generating conditioning data for video generation tasks, specifically tailored for use with SVDimg2vid models. ### Experimental - [DifferentialDiffusion - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DifferentialDiffusion.md): The Differential Diffusion node modifies the denoising process by applying a binary mask based on timestep thresholds. - [FluxKVCache - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FluxKVCache.md): The Flux KV Cache node enables a Key-Value (KV) Cache optimization for Flux family models. - [FreSca - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FreSca.md): The FreSca node applies frequency-dependent scaling to the guidance during the sampling process. - [LatentBlend - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LatentBlend.md): The LatentBlend node combines two latent samples by blending them together using a specified blend factor. - [LoraSave - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoraSave.md): The LoraSave node extracts and saves LoRA (Low-Rank Adaptation) files from model differences. - [Mahiro - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Mahiro.md): The Mahiro node modifies the guidance function to focus more on the direction of the positive prompt rather than the difference between positive and negative prompts. - [PerpNeg - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PerpNeg.md): The PerpNeg node applies perpendicular negative guidance to a model's sampling process. - [PerpNegGuider - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PerpNegGuider.md): The PerpNegGuider node creates a guidance system for controlling image generation using perpendicular negative conditioning. - [SamplerEulerCFGpp - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SamplerEulerCFGpp.md): The SamplerEulerCFGpp node provides an Euler CFG++ sampling method for generating outputs. - [SelfAttentionGuidance - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SelfAttentionGuidance.md): The Self-Attention Guidance node applies guidance to diffusion models by modifying the attention mechanism during the sampling process. - [TorchCompileModel - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TorchCompileModel.md): The TorchCompileModel node applies PyTorch compilation to a model to optimize its performance. #### Attention Experiments - [CLIPAttentionMultiply - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CLIPAttentionMultiply.md): The CLIPAttentionMultiply node allows you to adjust the attention mechanism in CLIP models by applying multiplication factors to different components of the self-attention layers. - [UNetCrossAttentionMultiply - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/UNetCrossAttentionMultiply.md): The UNetCrossAttentionMultiply node applies multiplication factors to the cross-attention mechanism in a UNet model. - [UNetSelfAttentionMultiply - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/UNetSelfAttentionMultiply.md): The UNetSelfAttentionMultiply node applies multiplication factors to the query, key, value, and output components of the self-attention mechanism in a UNet model. - [UNetTemporalAttentionMultiply - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/UNetTemporalAttentionMultiply.md): The UNetTemporalAttentionMultiply node applies multiplication factors to different types of attention mechanisms in a temporal UNet model. #### Stable Cascade - [StableCascade_SuperResolutionControlnet - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StableCascade_SuperResolutionControlnet.md): The StableCascadeSuperResolutionControlnet node prepares inputs for Stable Cascade super-resolution processing. ### Image - [AddLayer - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AddLayer.md): The Add Layer node turns an input image into a layer and places it on a canvas, either starting a new layer stack or appending it to an existing one. - [BatchImagesNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BatchImagesNode.md): The Batch Images node combines multiple individual images into a single batch. - [ConditioningCombine - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConditioningCombine.md): This node combines two conditioning inputs into a single output, effectively merging their information. - [EmptyImage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/EmptyImage.md): Documentation for EmptyImage node. - [GetImageSize - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/GetImageSize.md): GetImageSize reads an input image and returns its width, height, and batch size. - [ImageBatch - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageBatch.md): The ImageBatch node is designed for combining two images into a single batch. - [ImageCompare - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageCompare.md): The Image Compare node provides a visual interface to compare two images side-by-side using a draggable slider. - [ImageCompositor - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageCompositor.md): This node combines multiple image layers into a single composited image. - [ImageInvert - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageInvert.md): The ImageInvert node is designed to invert the colors of an image, effectively transforming each pixel's color value to its complementary color on the color wheel. - [LayersFromBoundingBoxes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LayersFromBoundingBoxes.md): This node converts an image batch and its bounding boxes into a layer stack, creating one layer per frame and placing each layer according to its matching box. - [LoadImage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImage.md): The LoadImage node is designed to load and preprocess images from a specified path. - [LoadImageDataSetFromFolder - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImageDataSetFromFolder.md): This node loads multiple images from a selected subfolder within ComfyUI's main input directory and returns them as a list. - [LoadImageMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImageMask.md): The LoadImageMask node is designed to load images and their associated masks from a specified path, processing them to ensure compatibility with further image manipulation or analy - [LoadImageOutput - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImageOutput.md): The LoadImageOutput node loads images from the output folder. - [LoadImageSetFromFolderNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImageSetFromFolderNode.md): The LoadImageSetFromFolderNode loads multiple images from a specified folder directory for training purposes. - [LoadImageSetNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImageSetNode.md): The LoadImageSetNode loads multiple images from the input directory for batch processing and training purposes. - [LoadImageTextDataSetFromFolder - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImageTextDataSetFromFolder.md): This node loads a dataset of image-text caption pairs from a selected folder and returns them as a list. - [LoadImageTextSetFromFolderNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadImageTextSetFromFolderNode.md): Loads a batch of images and their corresponding text captions from a specified directory for training purposes. - [LoraLoader - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoraLoader.md): This node automatically detects models located in the LoRA folder (including subfolders) with the corresponding model path being ComfyUI\models\loras. - [LoraLoaderModelOnly - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoraLoaderModelOnly.md): This node will detect models located in the ComfyUI/models/loras folder, and it will also read models from additional paths configured in the extramodelpaths.yaml file. - [Painter - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Painter.md): The Painter node provides an interactive canvas for creating or editing images and masks directly within ComfyUI. - [PreviewImage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PreviewImage.md): The PreviewImage node is designed for creating temporary preview images. - [ResizeImageMaskNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ResizeImageMaskNode.md): The Resize Image/Mask node provides multiple methods to change the dimensions of an input image or mask. - [SaveAnimatedPNG - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveAnimatedPNG.md): The SaveAnimatedPNG node is designed for creating and saving animated PNG images from a sequence of frames. - [SaveAnimatedWEBP - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveAnimatedWEBP.md): This node is designed for saving a sequence of images as an animated WEBP file. - [SaveImage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveImage.md): The SaveImage node saves the input images as PNG files to your ComfyUI output directory. - [SaveImageAdvanced - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveImageAdvanced.md): The Save Image (Advanced) node saves the input images to your ComfyUI output directory with advanced control over file format, bit depth, and color space. - [SaveImageDataSetToFolder - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveImageDataSetToFolder.md): This node saves a list of images to a specified folder inside ComfyUI's output directory. - [SaveImageTextDataSetToFolder - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveImageTextDataSetToFolder.md): Save Image-Text (to Folder) saves a list of images and their matching text captions to a specified folder inside ComfyUI's output directory. - [SaveSVGNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveSVGNode.md): Save SVG files on disk. - [WebcamCapture - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/WebcamCapture.md): The WebcamCapture node captures images from a webcam device and converts them into a format that can be used within ComfyUI workflows. #### Adjustments - [AdjustBrightness - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AdjustBrightness.md): The Adjust Brightness node modifies the brightness of an input image. - [AdjustContrast - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AdjustContrast.md): The Adjust Contrast node modifies the contrast level of an input image. #### Background Removal - [RemoveBackground - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RemoveBackground.md): Documentation for RemoveBackground node. #### Batch - [ImageDeduplication - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageDeduplication.md): This node removes duplicate or very similar images from a batch. - [ImageFromBatch - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageFromBatch.md): The ImageFromBatch node is designed for extracting a specific segment of images from a batch based on the provided index and length. - [ImageGrid - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageGrid.md): The Image Grid node combines multiple images into a single, organized grid or collage. - [ImageMergeTileList - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageMergeTileList.md): This node takes a list of image tiles and merges them back into a single, larger image. - [MergeImageLists - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MergeImageLists.md): The Merge Image Lists node combines multiple separate lists of images into a single, continuous list. - [RebatchImages - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RebatchImages.md): The RebatchImages node is designed to reorganize a batch of images into a new batch configuration, adjusting the batch size as specified. - [RepeatImageBatch - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RepeatImageBatch.md): The RepeatImageBatch node is designed to replicate a given image a specified number of times, creating a batch of identical images. - [ShuffleDataset - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ShuffleDataset.md): The Shuffle Dataset node takes a list of images and randomly changes their order. - [ShuffleImageTextDataset - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ShuffleImageTextDataset.md): This node shuffles a list of images and a list of texts together, keeping their pairings intact. - [SplitImageToTileList - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SplitImageToTileList.md): The Split Image into List of Tiles node divides a single input image into a series of smaller, overlapping rectangular sections called tiles. #### Color - [ImageRGBToYUV - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageRGBToYUV.md): The ImageRGBToYUV node converts an RGB image into the YUV color space. - [ImageYUVToRGB - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageYUVToRGB.md): The ImageYUVToRGB node converts YUV color space images to RGB color space. - [NormalizeImages - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/NormalizeImages.md): This node adjusts the pixel values of an input image using a mathematical normalization process. #### Compositing - [ImageCompositeMasked - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageCompositeMasked.md): The ImageCompositeMasked node is designed for compositing images, allowing for the overlay of a source image onto a destination image at specified coordinates, with optional resi - [JoinImageWithAlpha - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/JoinImageWithAlpha.md): This node is designed for compositing operations, specifically to join an image with its corresponding alpha mask to produce a single output image. - [PorterDuffImageComposite - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PorterDuffImageComposite.md): The PorterDuffImageComposite node is designed to perform image compositing using the Porter-Duff compositing operators. - [SplitImageWithAlpha - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SplitImageWithAlpha.md): The SplitImageWithAlpha node is designed to separate the color and alpha components of an image. #### Detection - [DrawBBoxes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DrawBBoxes.md): The DrawBBoxes node visualizes object detection results by drawing bounding boxes, labels, and confidence scores onto an image. - [MediaPipeFaceLandmarker - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MediaPipeFaceLandmarker.md): Documentation for MediaPipeFaceLandmarker node. - [MediaPipeFaceMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MediaPipeFaceMask.md): Documentation for MediaPipeFaceMask node. - [MediaPipeFaceMeshVisualize - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MediaPipeFaceMeshVisualize.md): Documentation for MediaPipeFaceMeshVisualize node. - [RTDETR_detect - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RTDETR_detect.md): The RT-DETR Detect node performs object detection on input images using an RT-DETR model. - [SAM3_Detect - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3_Detect.md): Documentation for SAM3Detect node. - [SAM3_TrackPreview - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3_TrackPreview.md): Documentation for SAM3TrackPreview node. - [SAM3_TrackToMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3_TrackToMask.md): Documentation for SAM3TrackToMask node. - [SAM3_VideoTrack - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3_VideoTrack.md): Track objects across video frames using SAM3's memory-based tracker. - [SAM3DBody_FaceExpression - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3DBody_FaceExpression.md): This node adds facial expressions to a SAM3D body by detecting faces in an image with the MediaPipe Face Landmarker, matching each detected face to a tracked person, and mapping th - [SAM3DBody_Loader - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3DBody_Loader.md): Loads a SAM3D Body model from a checkpoint file stored in the detection folder and prepares it for 3D body detection use. - [SAM3DBody_Predict - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3DBody_Predict.md): SAM3D Body Prediction runs 3D body and hand pose estimation on input images, detecting one or more people per frame. - [SAM3DBody_Render - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3DBody_Render.md): Renders 3D body pose data into an image using a selectable style. - [SAM3DBody_Smooth - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SAM3DBody_Smooth.md): Smooth SAM3D Body Pose Data reduces frame-to-frame jitter in 3D body pose sequences by averaging motion over time. - [SDPoseDrawKeypoints - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SDPoseDrawKeypoints.md): The SDPoseDrawKeypoints node takes pose estimation data (keypoints) and draws them as a visual skeleton on a blank canvas. - [SDPoseFaceBBoxes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SDPoseFaceBBoxes.md): The SDPoseFaceBBoxes node processes pose keypoint data to detect and generate bounding boxes around human faces. - [SDPoseKeypointExtractor - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SDPoseKeypointExtractor.md): The SDPoseKeypointExtractor node detects human pose keypoints from input images using the SDPose model. #### Filters - [Canny - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Canny.md): Extract all edge lines from photos, like using a pen to outline a photo, drawing out the contours and detail boundaries of objects. - [ColorTransfer - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ColorTransfer.md): The ColorTransfer node adjusts the color palette of a target image to match the colors of a reference image. - [ImageAddNoise - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageAddNoise.md): The ImageAddNoise node adds random noise to an input image. - [ImageBlend - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageBlend.md): The ImageBlend node is designed to blend two images together based on a specified blending mode and blend factor. - [ImageBlur - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageBlur.md): The ImageBlur node applies a Gaussian blur to an image, allowing for the softening of edges and reduction of detail and noise. - [ImageQuantize - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageQuantize.md): The ImageQuantize node is designed to reduce the number of colors in an image to a specified number, optionally applying dithering techniques to maintain visual quality. - [ImageSharpen - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageSharpen.md): The ImageSharpen node enhances the clarity of an image by accentuating its edges and details. - [Morphology - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Morphology.md): The Morphology node applies various morphological operations to images, which are mathematical operations used to process and analyze shapes in images. #### Geometry Estimation - [DA3GeometryToMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DA3GeometryToMesh.md): This node converts a DA3GEOMETRY packet into a 3D mesh by unprojecting the depth map and triangulating the resulting point cloud. - [DA3GeometryToPointCloud - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DA3GeometryToPointCloud.md): Convert a depth map from a DA3GEOMETRY object into a 3D point cloud. - [DA3Inference - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DA3Inference.md): This node runs the Depth Anything 3 model on an image to estimate depth and geometry information. - [DA3Render - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DA3Render.md): This node renders a visualization from Depth Anything 3 geometry data. - [MoGeGeometryToFOV - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoGeGeometryToFOV.md): This node derives the field of view and focal length from the camera intrinsics stored in a MoGe geometry object. - [MoGeInference - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoGeInference.md): Run MoGe on a single image to estimate depth and geometry. - [MoGePanoramaInference - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoGePanoramaInference.md): Documentation for MoGePanoramaInference node. - [MoGePointMapToMesh - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoGePointMapToMesh.md): This node converts a MoGe point map into a 3D mesh. - [MoGeRender - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MoGeRender.md): Documentation for MoGeRender node. #### Mask - [BatchMasksNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BatchMasksNode.md): The Batch Masks node combines multiple individual mask inputs into a single batch. - [CropMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CropMask.md): The CropMask node is designed for cropping a specified area from a given mask. - [FeatherMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FeatherMask.md): The FeatherMask node applies a feathering effect to the edges of a given mask, smoothly transitioning the mask's edges by adjusting their opacity based on specified distances from - [GrowMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/GrowMask.md): The GrowMask node is designed to modify the size of a given mask, either expanding or contracting it, while optionally applying a tapered effect to the corners. - [ImageColorToMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageColorToMask.md): The ImageColorToMask node is designed to convert a specified color in an image to a mask. - [ImageToMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageToMask.md): The ImageToMask node is designed to convert an image into a mask based on a specified color channel. - [InvertMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/InvertMask.md): The InvertMask node is designed to invert the values of a given mask, effectively flipping the masked and unmasked areas. - [MaskComposite - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MaskComposite.md): This node specializes in combining two mask inputs through a variety of operations such as addition, subtraction, and logical operations, to produce a new, modified mask. - [MaskPreview - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MaskPreview.md): The MaskPreview node displays a visual preview of the mask data directly in the ComfyUI interface, without saving it to the output directory. - [MaskToImage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MaskToImage.md): The MaskToImage node is designed to convert a mask into an image format. - [SolidMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SolidMask.md): The SolidMask node generates a uniform mask with a specified value across its entire area. - [ThresholdMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ThresholdMask.md): The ThresholdMask node converts a mask to a binary mask by applying a threshold value. - [VOIDQuadmaskPreprocess - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VOIDQuadmaskPreprocess.md): Documentation for VOIDQuadmaskPreprocess node. #### Post Processors - [SeedVR2PostProcessing - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SeedVR2PostProcessing.md): This node aligns the generated image with the original resized image and applies optional color correction. #### Pre Processors - [SeedVR2Preprocess - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SeedVR2Preprocess.md): This node prepares a resized image or video for the SeedVR2 model by padding it to the shape the model expects. #### Shader - [GLSLShader - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/GLSLShader.md): The GLSL Shader node lets you write custom fragment shaders in GLSL ES 3.00 (WebGL 2.0 compatible) to process images directly on the GPU. #### Transform - [CenterCropImages - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CenterCropImages.md): The Center Crop Images node crops an image from its center to a specified width and height. - [CropByBBoxes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CropByBBoxes.md): The CropByBBoxes node extracts and resizes specific rectangular regions from an input image batch. - [ImageCrop - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageCrop.md): The ImageCrop node is designed for cropping images to a specified width and height starting from a given x and y coordinate. - [ImageCropToMask - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageCropToMask.md): Crops an image to the bounding box of its mask, producing a centered subject over a solid background color. - [ImageCropV2 - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageCropV2.md): The Crop Image node extracts a rectangular section from an input image. - [ImageFlip - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageFlip.md): The ImageFlip node flips images along different axes. - [ImagePadForOutpaint - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImagePadForOutpaint.md): This node is designed for preparing images for the outpainting process by adding padding around them. - [ImageRotate - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageRotate.md): The ImageRotate node rotates an input image by specified angles. - [ImageStitch - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageStitch.md): This node allows you to stitch two images together in a specified direction (up, down, left, right), with support for size matching and spacing between images. - [RandomCropImages - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RandomCropImages.md): The Random Crop Images node randomly selects a rectangular section from each input image and crops it to a specified width and height. - [ResizeAndPadImage - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ResizeAndPadImage.md): The ResizeAndPadImage node resizes an image to fit within specified dimensions while maintaining its original aspect ratio. - [ResizeImagesByLongerEdge - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ResizeImagesByLongerEdge.md): The Resize Images by Longer Edge node resizes one or more images so that their longest side matches a specified target length. - [ResizeImagesByShorterEdge - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ResizeImagesByShorterEdge.md): This node resizes images so that the shorter edge matches a specified length while preserving the original aspect ratio. #### Upscaling - [ImageScale - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageScale.md): The ImageScale node is designed for resizing images to specific dimensions, offering a selection of upscale methods and the ability to crop the resized image. - [ImageScaleBy - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageScaleBy.md): The ImageScaleBy node is designed for upscaling images by a specified scale factor using various interpolation methods. - [ImageScaleToMaxDimension - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageScaleToMaxDimension.md): The ImageScaleToMaxDimension node resizes images to fit within a specified maximum dimension while maintaining the original aspect ratio. - [ImageScaleToTotalPixels - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageScaleToTotalPixels.md): The ImageScaleToTotalPixels node is designed for resizing images to a specified total number of pixels while maintaining the aspect ratio. - [ImageUpscaleWithModel - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageUpscaleWithModel.md): This node is designed for upscaling images using a specified upscale model. #### Video - [WanDancerPadKeyframes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/WanDancerPadKeyframes.md): Documentation for WanDancerPadKeyframes node. - [WanDancerPadKeyframesList - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/WanDancerPadKeyframesList.md): Documentation for WanDancerPadKeyframesList node. ### Latent #### Video - [TrimVideoLatent Node](https://docs.comfy.org/built-in-nodes/latent/video/trim-video-latent.md): Trim video frames in latent space ### Loader - [ControlNetLoader - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ControlNetLoader.md): This node will detect models located in the ComfyUI/models/controlnet folder, and it will also read models from additional paths configured in the extramodelpaths.yaml file. ### Sampling #### Custom Sampling ##### Samplers - [SamplerDpmpp2mSde - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SamplerDpmpp2mSde.md): This node is designed to generate a sampler for the DPMPP2MSDE model, allowing for the creation of samples based on specified solver types, noise levels, and computational device p - [SamplerDpmppSde - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SamplerDpmppSde.md): This node is designed to generate a sampler for the DPM++ SDE (Stochastic Differential Equation) model. ### Text - [AddTextPrefix - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AddTextPrefix.md): The Add Text Prefix node modifies text by adding a specified string to the beginning of each input text. - [AddTextSuffix - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AddTextSuffix.md): This node appends a specified suffix to the end of an input text string. - [BuildJsonPromptIdeogram - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BuildJsonPromptIdeogram.md): This node constructs a structured JSON prompt specifically formatted for the Ideogram 4 image generation model. - [CaseConverter - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CaseConverter.md): The Case Converter node transforms text strings into different letter case formats. - [ConvertArrayToString - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConvertArrayToString.md): The Convert Array to String node takes an array (list) of items and converts it into a formatted JSON string. - [ConvertDictionaryToString - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConvertDictionaryToString.md): This node converts a dictionary (a collection of key-value pairs) into a text string in JSON format. - [JsonExtractString - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/JsonExtractString.md): The JsonExtractString node reads a text string containing JSON data and extracts the value associated with a specific key. - [MergeTextLists - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MergeTextLists.md): This node merges multiple text lists into a single, combined list. - [RegexExtract - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RegexExtract.md): The RegexExtract node searches for patterns in text using regular expressions. - [RegexMatch - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RegexMatch.md): The RegexMatch node checks if a text string contains a match for a given regular expression pattern. - [RegexReplace - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/RegexReplace.md): The RegexReplace node finds and replaces text in strings using regular expression patterns. - [ReplaceText - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ReplaceText.md): The Replace Text node performs a simple text substitution. - [SaveText - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveText.md): The Save Text node writes text content to a file in the output directory. - [StringCompare - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringCompare.md): The StringCompare node compares two text strings using different comparison methods. - [StringConcatenate - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringConcatenate.md): The StringConcatenate node combines two text strings into one by joining them with a specified delimiter. - [StringContains - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringContains.md): The StringContains node checks if a given string contains a specified substring. - [StringFormat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringFormat.md): Documentation for StringFormat node. - [StringLength - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringLength.md): The StringLength node calculates the number of characters in a text string. - [StringReplace - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringReplace.md): The StringReplace node performs text replacement operations on input strings. - [StringSubstring - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringSubstring.md): The StringSubstring node extracts a portion of text from a larger string. - [StringTrim - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StringTrim.md): The StringTrim node removes whitespace characters (such as spaces, tabs, and newlines) from the beginning, end, or both sides of a text string. - [StripWhitespace - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/StripWhitespace.md): This node removes any extra spaces, tabs, or newlines from the beginning and end of a text string. - [TextGenerate - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TextGenerate.md): The TextGenerate node uses a CLIP model to create text based on a user's prompt. - [TextGenerateLTX2Prompt - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TextGenerateLTX2Prompt.md): The TextGenerateLTX2Prompt node expands a short user prompt into a detailed, audio-visual description suitable for generating video with the LTX-2 series of video models. - [TextOverlay - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TextOverlay.md): This node draws text on top of an image or a batch of images. - [TextToLowercase - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TextToLowercase.md): The Text to Lowercase node takes a text string as input and converts all of its characters to lowercase. - [TextToUppercase - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TextToUppercase.md): The Text to Uppercase node takes a text input and converts all of its characters to uppercase. - [TruncateText - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TruncateText.md): This node shortens text by cutting it off at a specified maximum length. ### Utilities - [ColorToRGBInt - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ColorToRGBInt.md): The ColorToRGBInt node converts a color given in hexadecimal format (like FF5733) into a single RGB integer value. - [ComfyMathExpression - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyMathExpression.md): The ComfyMathExpression node evaluates a mathematical formula that you write as text. - [ComfyNumberConvert - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyNumberConvert.md): The Number Convert node transforms various input data types into numeric values. - [CreateBoundingBoxes - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateBoundingBoxes.md): This node provides a canvas interface for drawing bounding boxes around objects or text regions in an image. - [CreateList - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateList.md): The Create List node combines multiple inputs into a single, sequential list. - [CurveEditor - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CurveEditor.md): The Curve Editor node provides a visual interface for adjusting and fine-tuning a curve. - [CustomCombo - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CustomCombo.md): The Custom Combo node allows you to create a custom dropdown menu with your own list of text options. - [ImageHistogram - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ImageHistogram.md): The ImageHistogram node analyzes the color distribution of an input image. - [PreviewAny - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PreviewAny.md): PreviewAny converts any input value into readable text so you can inspect it. - [ResolutionSelector - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ResolutionSelector.md): The Resolution Selector node calculates pixel width and height based on a chosen aspect ratio and a target total resolution in megapixels. - [SeedNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SeedNode.md): The Seed node provides an integer value that can be used as a seed to control the reproducibility of random operations in other nodes. #### Logic - [AutogrowNamesTestNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AutogrowNamesTestNode.md): This node is a test for the Autogrow input feature. - [AutogrowPrefixTestNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/AutogrowPrefixTestNode.md): The AutogrowPrefixTestNode is a logic node that tests the autogrow input feature. - [ComboOptionTestNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComboOptionTestNode.md): The ComboOptionTestNode is a logic node designed to test and pass through combo box selections. - [ComfyAndNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyAndNode.md): The And node performs a logical AND operation on a set of input values. - [ComfyNotNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyNotNode.md): The Not node performs a logical NOT operation on any input value. - [ComfyOrNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfyOrNode.md): The Or node performs a logical OR operation on a set of input values. - [ComfySoftSwitchNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfySoftSwitchNode.md): The Soft Switch node selects between two possible input values based on a boolean condition. - [ComfySwitchNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ComfySwitchNode.md): The Switch node selects between two possible inputs based on a boolean condition. - [ConvertStringToComboNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ConvertStringToComboNode.md): The Convert String to Combo node takes a text string as input and converts it into a Combo data type. - [DCTestNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/DCTestNode.md): DCTestNode is a logic node that returns different types of data based on a user's selection from a dynamic combo box. - [InvertBooleanNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/InvertBooleanNode.md): This node takes a single boolean (true/false) input and outputs the opposite value. #### Primitive - [PrimitiveBoolean - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PrimitiveBoolean.md): The Boolean node provides a simple way to pass boolean (true/false) values through your workflow. - [PrimitiveBoundingBox - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PrimitiveBoundingBox.md): The PrimitiveBoundingBox node creates a simple rectangular area defined by its position and size. - [PrimitiveFloat - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PrimitiveFloat.md): The PrimitiveFloat node creates a floating-point number value that can be used in your workflow. - [PrimitiveInt - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PrimitiveInt.md): The PrimitiveInt node provides a simple way to work with integer values in your workflow. - [PrimitiveString - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PrimitiveString.md): The String node provides a simple way to input and pass through text data in your workflow. - [PrimitiveStringMultiline - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/PrimitiveStringMultiline.md): The Text (Multiline) node provides a multiline text input field for entering and passing string values through your workflow. ### Utils - [BatchImagesMasksLatentsNode - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/BatchImagesMasksLatentsNode.md): The Batch Images/Masks/Latents node combines multiple inputs of the same type into a single batch. - [MarkdownNote - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/MarkdownNote.md): Node to add annotations to a workflow. - [Note - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Note.md): Node to add annotations to a workflow. - [Reroute - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Reroute.md): Node Name: Reroute Node Node Purpose: Mainly used to organize the logic of overly long connection lines in the ComfyUI workflow. - [TerminalLog - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/TerminalLog.md): Terminal Log (Manager) node is primarily used to display the running information of ComfyUI in the terminal within the ComfyUI interface. - [wanBlockSwap - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/wanBlockSwap.md): This node is deprecated and serves no function. ### Video - [CreateVideo - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/CreateVideo.md): The Create Video node generates a video file from a sequence of images. - [FrameInterpolate - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/FrameInterpolate.md): The Frame Interpolate node creates new frames between existing ones in a sequence of images, effectively increasing the frame rate. - [GetVideoComponents - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/GetVideoComponents.md): The Get Video Components node extracts all the main elements from a video file. - [LoadVideo - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadVideo.md): The Load Video node loads video files from the input directory and makes them available for processing in the workflow. - [LoadVideoDataSetFromFolder - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadVideoDataSetFromFolder.md): Loads a dataset of videos from a selected folder inside the ComfyUI input directory and returns them as a list of lazy video references. - [LoadVideoTextDataSetFromFolder - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LoadVideoTextDataSetFromFolder.md): This node loads video files and their associated text captions from a selected subfolder in the ComfyUI input directory, and returns them as two lists: videos and captions. - [SaveVideo - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveVideo.md): The Save Video node saves the input video to your ComfyUI output directory. - [SaveWEBM - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/SaveWEBM.md): The SaveWEBM node saves a sequence of images as a WEBM video file. - [Video Slice - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/Video Slice.md): The Video Slice node allows you to extract a specific segment from a video. - [VideoCrop - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VideoCrop.md): This node crops a video to a selected rectangular region, keeping only the part inside that rectangle. - [VideoFrameSample - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VideoFrameSample.md): The VideoFrameSample node extracts a fixed number of frames from a video using one of four strategies. - [VideoTrim - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VideoTrim.md): This node cuts a video to a chosen time window by setting a start time and a duration. #### Batch - [ShuffleVideoDataset - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ShuffleVideoDataset.md): This node takes a list of videos and randomly reorders them. - [ShuffleVideoTextDataset - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/ShuffleVideoTextDataset.md): This node randomly shuffles the order of pairs of video-text in a list, keeping each video paired with its corresponding text. #### Preprocessors - [LTXVPreprocess - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/LTXVPreprocess.md): The LTXVPreprocess node applies video compression preprocessing to images. #### Transform - [VideoRandomTemporalCrop - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VideoRandomTemporalCrop.md): Randomly crop a continuous range of frames from an input video. - [VideoTemporalCrop - ComfyUI Built-in Node Documentation](https://docs.comfy.org/built-in-nodes/VideoTemporalCrop.md): This node crops a continuous range of frames from a video.