Improvements were made to the background control of reference images.
Runtime profile
Source description
Release Note
(v1.0 -> v2.0)
Improvements were made to the background control of reference images.
Improvements were made to the pose control of the reference image (using Flux Kontext). We had hoped to generate using Flux Kontext + ControlNet, but currently errors occur (cause unknown), so we are using prompts to approximate the pose. If the cause of the error is identified, this section may be replaced.
The risk of OOM occurrence was reduced by resizing the video for each loop.
Description:
Similar to Wan2.1 VACE version.
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
This workflow creates videos from reference images, with background control and prompt-based pose approximation. You provide reference images, pose prompts, and main-screen settings, and it outputs a video.
Set generation time and processing-unit time separately, then sample for the calculated number of loop iterations.
The description says video resizing occurs for each loop and reduces the risk of running out of memory.
Enter reference images, prompts to approximate the reference pose, and the parameters shown on the main settings screen.
The description says it can create videos of any length, subject to your machine specifications.
The listed base model is Wan Video 2.2 I2V-A14B.
This workflow is version v2.0, and the listed publisher is Usako USA.
Listed node packs include: comfyui_essentials; comfyui-easy-use; comfyui-custom-scripts; comfyui-frame-interpolation; comfyui-kjnodes; comfyui_controlnet_aux; comfyui-ollama; masquerade-nodes-comfyui; comfyui-gguf.
Additional listed node packs are: comfyui_layerstyle; comfyui-rmbg; ComfyUI_LayerStyle_Advance; ComfyUI-WanVideoWrapper; was-ns; derfuu_comfyui_moddednodes; rgthree-comfy; comfyui-videohelpersuite; ComfyUI-tbox.
Listed model files include: dw-ll_ucoco_384_bs5.torchscript.pt; alimama-creative_FLUX.1-Turbo-Alpha.safetensors; t5xxl_fp8_e4m3fn.safetensors; umt5_xxl_fp8_e4m3fn_scaled.safetensors; clip_l.safetensors; flux1-kontext-dev-Q6_K.gguf; rife49.pth; Wan2.2-Fun-A14B-Control_HighNoise-Q6
Most settings can be completed on the main settings screen; detailed settings are available on yellow nodes.
For pose control, use prompts to approximate the reference pose; the description says Flux Kontext plus ControlNet currently produces errors, and the cause is not given.
Suggestion · not verified
Before using it, verify that each listed node pack and model file is available in your setup.
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Sources
1 sourceSource excerpts
2 excerptsSource context: 718 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B
Set the generation time and processing unit time separately, and perform sampling processing for the number of loop processing calculated. In other words, videos of any length can be created (please note your machine specifications).
Usage:
Enter the following parameters in the main settings screen. There are other screens with detailed settings (yellow nodes), but most of the settings can be completed here.
Requirements
alimama-creative_FLUX.1-Turbo-Alpha.safetensors
Not resolvedLoRA · Unknown
Text encoder · 235 MB · SAFETENSORS · Hugging Face · diamkan/comfyui_oldmodel
Checkpoint · Hugging Face · AyushSahaUndergrad/Depth-Anything-V2-vitl-checkpoint
Checkpoint · 129 MB · PT · Unknown
Checkpoint · 9.17 GB · GGUF · Hugging Face · umeairt/comfyui-auto-installer-assets
Checkpoint · Hugging Face · VMTamashii/rife49
Text encoder · 4.56 GB · Hugging Face · comfyanonymous/flux_text_encoders
Text encoder · 6.27 GB · SAFETENSORS · fp8 · pruned · Civitai · 1329096
VAE · 484 MB · Hugging Face · tuanmeowyu/comfyui-models
Wan2.2-Fun-A14B-Control_HighNoise-Q6_K.gguf
Not resolvedCheckpoint · Unknown
Wan2.2-Fun-A14B-Control_LowNoise-Q6_K.gguf
Not resolvedCheckpoint · Unknown
Object Detector · Hugging Face · hr16/yolox-onnx
comfyui_controlnet_aux
PossibleNode pack · Registry
Node pack · Registry
comfyui_layerstyle
FoundNode pack · Registry
Source context: 698 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B
Node pack · Registry
comfyui-custom-scripts
FoundNode pack · Registry
comfyui-easy-use
FoundNode pack · Registry
comfyui-frame-interpolation
FoundNode pack · Registry
comfyui-gguf
PossibleNode pack · Registry
Node pack · Registry
Node pack · Registry
comfyui-rmbg
FoundNode pack · Registry
Node pack · Registry
comfyui-videohelpersuite
FoundNode pack · Registry
ComfyUI-WanVideoWrapper
FoundNode pack · Registry
derfuu_comfyui_moddednodes
FoundNode pack · Registry
masquerade-nodes-comfyui
FoundNode pack · Registry
rgthree-comfy
FoundNode pack · Registry
was-ns
Not resolvedNode pack · Registry