Similar to my past work .
Runtime profile
Source description
Overview
Similar to my past work .
With the release of “Wan 2.2 Animate V2,” we have made improvements to this workflow.
Changes from the previous version
1: We have added more background expression methods. There are four as follows.
Use the background from the reference video (Sam2Segmentation).
Use the background from the reference image.
Describe it in the prompt.
Use a background image (New!).
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
This workflow is for creating Wan 2.2 Animate V2 video animations. Choose a background from a reference video, a reference image, a prompt description, or a separate background image; the workflow also creates control videos with WanAnimatePreprocess.
Sam2Segmentation is named for the reference-video background option and for mask processing.
The described output includes control videos; the final animation file format is not specified.
The listed base model is Wan Video 2.2 I2V-A14B.
Listed node packs include ComfyUI_Comfyroll_CustomNodes, comfyui_essentials, ComfyUI_Ib_CustomNodes, comfyui_layerstyle, comfyui-custom-scripts, comfyui-easy-use, comfyui-frame-interpolation, and comfyui-impact-pack.
Other listed node packs are comfyui-kjnodes, comfyui-logicutils, comfyui-rmbg, comfyui-videohelpersuite, comfyui-wananimatepreprocess, ComfyUI-WanVideoWrapper, rgthree-comfy, and was-ns.
Listed model files are clip_vision_h.safetensors; WanAnimate_relight_lora_fp16.safetensors; lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors; vitpose_h_wholebody_model.onnx; usako_wan22_low-i2v_comfyui.safetensors; Wan2_2-Animate-14B_fp8_scaled_e4m3fn_KJ_v2.safetens
Guidance: for a reference-video background, select the Sam2Segmentation option; for other backgrounds, use the reference image, prompt, or separate background image option.
Suggestion · not verified
Before installing, verify the exact package or file for was-ns, WanAnimate_relight_lora_fp16.safetensors, usako_wan22_low-i2v_comfyui.safetensors, Wan2_2-Animate-14B_fp8_scaled_e4m3fn_KJ_v2.safetensors, Wan2.2-Fun-A14B-InP-LOW-HPS2.1_resized_dynamic_avg_rank_15_bf16.safetensors,和
Suggestion
No license is listed for this workflow.
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Sources
1 sourceSource excerpts
1 excerptSource context: 704 downloads · Type Workflows · Base model Wan Video 2.2 I2V-A14B
2: The nodes for creating control videos have been updated to the “WanAnimatePreprocess” series. and, improved generation quality (especially faces).
3: Accelerating Mask Processing by using "Sam2Segmentation".
Remaining hardware or download-size estimates are not available yet.
Requirements
Vision model · 135 B · SAFETENSORS · Unknown
LoRA · 704 MB · SAFETENSOR · Unknown
usako_wan22_low-i2v_comfyui.safetensors
Not resolvedLoRA · Unknown
Checkpoint · 410 KB · ONNX · Unknown
VAE · 242 MB · SAFETENSORS · Unknown
Wan2_2-Animate-14B_fp8_scaled_e4m3fn_KJ_v2.safetensors
Not resolvedCheckpoint · Unknown
Wan2.2-Fun-A14B-InP-LOW-HPS2.1_resized_dynamic_avg_rank_15_bf16.safetensors
Not resolvedLoRA · Unknown
Wan21_PusaV1_LoRA_14B_rank512_bf16.safetensors
File unverifiedLoRA · Unknown · SHA-256 a510b5562e05
WanAnimate_relight_lora_fp16.safetensors
Not resolvedLoRA · Unknown
yolov10m.onnx
Not resolvedObject Detector · Unknown
ComfyUI_Comfyroll_CustomNodes
FoundNode pack · Registry
Node pack · Registry
Node pack · Registry
comfyui_layerstyle
FoundNode pack · Registry
comfyui-custom-scripts
FoundNode pack · Registry
comfyui-easy-use
FoundNode pack · Registry
comfyui-frame-interpolation
FoundNode pack · Registry
comfyui-impact-pack
FoundNode pack · Registry
Node pack · Registry
Node pack · Registry
comfyui-rmbg
FoundNode pack · Registry
comfyui-videohelpersuite
FoundNode pack · Registry
Node pack · Registry
ComfyUI-WanVideoWrapper
FoundNode pack · Registry
rgthree-comfy
FoundNode pack · Registry
was-ns
Not resolvedNode pack · Registry