Image to Image Loop w/ Prompt Scheduler, ContorlNet, ZoomIn, ZoomOut Updated
created a year ago
outpainting
img2img
lora
controlnet
inpainting
upscale
lcm
video
133 nodes

2.5k

470

Outputs
Description

This workflow allows you to generate image to image loop, similar to Deforum for Auto1111. Works with Scheduled prompt keyframe lists. Included optional ControlNet, zoom in and zoom out functions; useful groups for ControlNet preprocessing and video combine with interpolation. Works with any model and has low vram requirements. Unlimited frames can be generated for long videos. Most of the settings can be adjusted during the generation - changes will be affected on next frame.

Updated version: Added queue trigger - will generate images until frames cap is reached; Added zoom out group based on outpaint. Can also be used to pan/move the frame (left, right, up, down).

Fast generation using lcm models/loras:

There are a lot of notes in the workflow - please read them before using.

Built-in nodes
Custom nodes
LatentSender
ImpactSwitch
SimpleMath+
ImpactInversedSwitch
ImpactCompare
Boolean To Text
CR Text Replace
Canny
LineArtPreprocessor
ImageFromBatch+
ImageScale
LatentReceiver
CR String To Number
LatentSwitch
CR Apply LoRA Stack
VAEDecode
SeargeEnablerInputs
SeargeSaveFolderInputs
ReverseImageBatch
CLIPTextEncode
VAEEncode
PreviewImage
LoraLoader
ControlNetLoader
ACN_AdvancedControlNetApply
KSampler
FreeU_V2
EmptyLatentImage
VAEEncodeForInpaint
ImagePadForOutpaint
ShowText|pysssss
PrimitiveNode
RIFE VFI
LatentCrop
LatentUpscale
ImpactQueueTrigger
ModelSamplingDiscrete
FloatConstant
CR Encode Scheduled Prompts
CR Prompt Scheduler
CheckpointLoaderSimple
VHS_LoadVideoPath
VHS_LoadVideo
DWPreprocessor
MiDaS-DepthMapPreprocessor
CR Simple Prompt List Keyframes
CR Simple Prompt List
VHS_LoadImages
VHS_VideoCombine
CR Seed
CR LoRA Stack
SaveImage
CR Prompt Text
SeargeImageSave
VHS_LoadImagesPath
Custom files
new

These are separate files that the creator has uploaded for this workflow.

Depth-03-Dance12fps.zip

OP-03-Dance12fps.zip

Models
1
0
0
0