Vertical Video Scene Extension & Coverage Generator
first-last frame
qwen
reference-image
wan2.2
1
190
Nodes & Models
EmptySD3LatentImage
LoadImage
EmptyLatentImage
Note
Fast Groups Bypasser (rgthree)
Label (rgthree)
LoraLoaderModelOnly
next-scene_lora_v1-3000.safetensors
ImageScaleToTotalPixels
VAEEncode
TextEncodeQwenImageEditPlus
ModelSamplingAuraFlow
CFGNorm
KSampler
VAEDecode
SaveImage
Seed (rgthree)
ImageResizeKJv2
GetImageSizeAndCount
WanVideoVAELoader
Wan2_1_VAE_bf16.safetensors
WanVideoTorchCompileSettings
WanVideoLoraSelect
lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors
WanVideoBlockSwap
LoadWanVideoT5TextEncoder
umt5-xxl-enc-bf16.safetensors
WanVideoModelLoader
WanVideoSetLoRAs
WanVideoVAELoader
Wan2_1_VAE_bf16.safetensors
WanVideoTorchCompileSettings
WanVideoLoraSelect
lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors
WanVideoBlockSwap
LoadWanVideoT5TextEncoder
umt5-xxl-enc-bf16.safetensors
WanVideoModelLoader
WanVideoTextEncode
CreateCFGScheduleFloatList
WanVideoSetBlockSwap
WanVideoSetLoRAs
WanVideoImageToVideoEncode
WanVideoSampler
WanVideoDecode
INTConstant
INTConstant
ImageResizeKJv2
GetImageSizeAndCount
RIFE VFI
rife47.pth
VHS_VideoCombine
Extension & Coverage Generator
This workflow helps you extend a scene in a video—like showing more of a location, adding new background details, or turning the camera slightly, without reshooting anything.
You keep the same person, same expressions, same movement…
Only the background or scene expands.
How It Works
1. Turn ON “Fast Groups Bypasser (rgthree)”
Before doing anything, you must click YES on this node.
This unlocks Image to Image (Qwen 2509) so it can help you to get end frame properly.
2. Use Image to Image to Get the Extending Frame
Image to Image acts like a smart Photoshop tool.
It takes the first frame of your video and allows you to edit or extend the scene.
This allows you to generate a clean ending frame or extended scene frame that you need for the final video.
This edited frame is your "guide image" for how the final extended scene should look.
3. Add the first + the Extended Frame to Frames to Video
Frames to Video (Wan 2.2) needs two images to understand what to do:
1. First frame → to start the motion of the clip
(face, expressions, gestures all stay the same)
2. Extended frame (from Image to Image) → for the new background look
(how the extended area should appear)
Image to Video analyzes both
4. Activate Frames to Video, “Fast Groups Bypasser (rgthree)”
Now Wan 2.2 rebuilds the whole clip:
Person → stays exactly the same
Movement → stays natural
Expressions → unchanged
Camera motion → preserved
Only the scene gets extended (left, right, background, environment)
No glitches, no flicker, no weird morphing.
Everything looks like it was shot that way in the first place.
🎬 Final Result
You get a clean, consistent video where:
The scene is extended
The background looks richer and wider
The person still moves exactly as in the original
The entire clip feels natural
Read more
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