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Picture Perfect Batch/video/image Workflow

5.0

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Description

Beta 2

Think I got most of the bugs, everything is working as expected for images solo or batched, videos working well, more options were added and new notes.

New V3 Animate diff models supported with the lora.


What this workflow does

This is an all in one workflow with text to image and text to video, multiple enhancements steps, face replacements, and more

New in this version


Full batch processing, hence allowing animate diff to work

Ip adaptor integration.

Cropping initial images

Full control net support

Reactor face swapping

Frame Interpolation

Many extra model options

LCM

2 masking options.

Control of masks used, no more background objects

Better Person separation.


Back and better

Face and body enhancing working for both batches of images and video through animate diff.  400 seconds 16frame 960x1440 video on my 3060 starting from 320x480

More efficient masking with less unneeded masking tasks. Might be faster not sure really.


How to use this workflow

Many notes in the flow

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  • - latest (2 years ago)

  • - v20231224-065336

  • - v20231222-104936

Primitive Nodes (266)

FaceRestoreWithModel (1)

FrameInterpolator (1)

IPAdapterApplyEncoded (8)

Note (31)

PrimitiveNode (40)

Reroute (182)

SetMetadataForSaveVideo (1)

workflow/Bus (1)

workflow/Bus 2 (1)

Custom Nodes (279)

AnimateDiff Evolved

  • - ADE_AnimateDiffUniformContextOptions (1)

  • - ADE_AnimateDiffLoRALoader (1)

  • - ADE_AnimateDiffLoaderWithContext (2)

  • - ADE_AnimateDiffModelSettingsSimple (1)

  • - ADE_AnimateDiffUnload (2)

ComfyUI

  • - VAELoader (2)

  • - CheckpointLoaderSimple (2)

  • - CLIPSetLastLayer (2)

  • - EmptyLatentImage (21)

  • - LoraLoader (6)

  • - FreeU (2)

  • - PatchModelAddDownscale (2)

  • - FreeU_V2 (2)

  • - ImageScale (14)

  • - GrowMask (1)

  • - MaskToImage (7)

  • - ImageScaleBy (13)

  • - RescaleCFG (2)

  • - VAEEncode (4)

  • - LatentCrop (1)

  • - LatentUpscaleBy (1)

  • - ImagePadForOutpaint (2)

  • - VAEDecode (5)

  • - KSamplerAdvanced (5)

  • - ImageUpscaleWithModel (2)

  • - PreviewImage (14)

  • - RebatchImages (5)

  • - UpscaleModelLoader (1)

  • - LoadImage (2)

  • - ImageBatch (2)

  • - CLIPTextEncode (12)

  • - CLIPVisionLoader (1)

  • - FILM VFI (1)

  • - RIFE VFI (1)

  • - ToBinaryMask (1)

  • - UltralyticsDetectorProvider (2)

  • - ImpactSimpleDetectorSEGS (4)

  • - ImpactSEGSRangeFilter (4)

  • - SegsToCombinedMask (4)

  • - SAMLoader (1)

  • - ImageListToImageBatch (1)

  • - OneFormer-COCO-SemSegPreprocessor (1)

  • - HEDPreprocessor (1)

  • - LineArtPreprocessor (1)

  • - PrepImageForClipVision (4)

  • - IPAdapterEncoder (4)

  • - IPAdapterModelLoader (2)

  • - ScaledSoftControlNetWeights (1)

  • - ControlNetLoaderAdvanced (3)

  • - DiffControlNetLoaderAdvanced (1)

  • - ACN_AdvancedControlNetApply (14)

  • - ImageSelector (6)

  • - AlphaChanelAddByMask (2)

  • - VHS_VideoCombine (5)

  • - VHS_LoadImagesPath (1)

  • - CropFace (3)

  • - FaceRestoreModelLoader (1)

  • - Preview Chooser (1)

  • - LatentInterposer (1)

  • - Image To Mask (4)

  • - Get Image Size (7)

  • - Change Channel Count (22)

  • - Separate Mask Components (2)

  • - Paste By Mask (6)

  • - Unary Mask Op (3)

  • - Mask To Region (2)

  • - Cut By Mask (4)

  • - Mask Morphology (2)

  • - ReActorFaceSwap (1)

  • - Image Size to Number (2)

  • - Image Select Color (1)

  • - Image Bounds (1)

  • - Number Operation (4)

  • - Inset Image Bounds (1)

  • - Bounded Image Crop (1)

  • - Image Lucy Sharpen (1)

  • - Constant Number (2)

Checkpoints (2)

cuteheaven_v20.safetensors

theSRWondermix_v2.safetensors

LoRAs (7)

hip_sway_dancev1.safetensors

lcm\SD1.5\pytorch_lora_weights.safetensors

v2_lora_ZoomOut.ckpt

v3_sd15_adapter.ckpt