My stuff

  • My Workflows

  • Liked Workflows

  • Following Workflows

Go to OpenArt main site
Upload workflow

Consistent face 3x3 generator

5.0

0 reviews
91
19.5K
5.6K
8
Description

With this workflow, you will be able to generate a 3x3 grid with the same character face in 9 different poses and with small expression differences.

The workflow will output an upscaled image that can then be split into 9 different square images for LoRA training.

The workflow needs a reference image for the 9 poses in the 3x3 grid.

You can use the one I made for the workflow, but you can make up your own and use that instead. Here is mine:

Please, use this link to download the above image in the correct resolution (1024x1024): Reference-Grid.png

I  suggest not changing the prompt too much, just modify the description of the subject you want to be portrayed (age, skin, physique, face, hair, and eyes).

The workflow uses the FLUX.1 depth LoRA from Black Forest Labs:
https://huggingface.co/black-forest-labs/FLUX.1-Depth-dev-lora

Set the LoRA strength to 0.75, the FluxGuidance to 10.00. You can use also additional LoRAs' (for better skin details for example, or to obtain more faces from a previous character LoRA you trained)

If you have less that 24Gb Vram, it is suggested to use the GGUF Q8 model in place of the original Flux.1 Dev, as the workflow need a lot of Vram during the Adetailer part of the generation.


Enjoy!


Important: please, make sure you update ComfyUI, the Python dependencies and all the Custom Nodes before using the workflow.


P.S.

Please be advised that the Adetailer part of the workflow will take very long to complete the generation as it has to work on 9 faces and then again on 9 pairs of eyes. Also, the Upscaler may be slow if you want to use an upscale ratio of 2.0 or above.



Discussion

(No comments yet)

Loading...

Author

6
16.5K
173
65.8K

No reviews yet

  • - latest (3 months ago)

Primitive Nodes (24)

Bookmark (rgthree) (1)

Context (rgthree) (5)

DepthAnything_V2 (1)

DownloadAndLoadDepthAnythingV2Model (1)

FluxGuidance (3)

LayerMask: LoadSegmentAnythingModels (1)

LayerMask: SegmentAnythingUltra V3 (1)

LyingSigmaSampler (1)

MarkdownNote (1)

ModelSamplingFlux (1)

Primitive float [Crystools] (2)

Primitive integer [Crystools] (1)

Reroute (2)

Seed (rgthree) (1)

TeaCache (2)

Custom Nodes (52)

ComfyUI

  • - PreviewImage (2)

  • - KSampler (2)

  • - VAEDecode (3)

  • - ImageCrop (9)

  • - ConditioningZeroOut (2)

  • - InstructPixToPixConditioning (1)

  • - LoraLoaderModelOnly (3)

  • - SaveImage (2)

  • - UpscaleModelLoader (1)

  • - CLIPTextEncode (3)

  • - InpaintModelConditioning (1)

  • - DifferentialDiffusion (1)

  • - BasicGuider (1)

  • - VAEEncode (1)

  • - SamplerCustomAdvanced (1)

  • - UNETLoader (2)

  • - DualCLIPLoader (1)

  • - VAELoader (1)

  • - BasicScheduler (1)

  • - KSamplerSelect (1)

  • - RandomNoise (1)

  • - LoadImage (1)

ComfyUI Essentials

  • - ImageResize+ (1)

  • - GetImageSize+ (1)

  • - Sampler Selector (Image Saver) (1)

  • - Scheduler Selector (Comfy) (Image Saver) (1)

  • - SAMLoader (1)

  • - ImpactMakeImageBatch (1)

  • - FaceDetailer (1)

  • - UltralyticsDetectorProvider (1)

  • - LayerUtility: PurgeVRAM (1)

  • - GrowMaskWithBlur (1)

  • - UltimateSDUpscale (1)

Checkpoints (0)

LoRAs (3)

FLUX Tools\flux1-depth-dev-lora.safetensors

Photography\chinfixer-2000.safetensors

Photography\skin texture style v5.safetensors