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Character Consistency

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Overview

There are many possible paths to get from a character idea to consistent and controllable character renders because everyone has different ways of thinking and working, unique starting assets and output requirements.

So here's a curated selection of several ways to get from A to B, designed to be as flexible as the creative process.

STEP 1

Character design

Depending on what kind of ideas, sketches or images you're starting with, there are different workflows to turn those into final character images that you're happy with and ready to use for training.

Start with a written description, a sketch or an existing image for starters. Add in a face of someone if there's a particular person you have in mind.
Step 1
Workflow

INPUTS

Text Prompt

OUTPUTS

Image

Use LLMs to elaborate on your prompt and create richer images.

Text2Image + Prompt Enhancer LLM for Flux

253

Use LLMs to elaborate on your prompt and create richer images.

Workflow

INPUTS

Text Prompt

OUTPUTS

Character Sheet

Turn a prompt description directly into a character sheet.

Text to Character Sheet

205

Turn a prompt description directly into a character sheet.

Workflow

INPUTS

Text Prompt
Image

OUTPUTS

Image

Turn your sketches into images of any style.

Flux Kontext - Sketch to Image

481

Turn your sketches into images of any style.

Workflow

INPUTS

Text Prompt
Image

OUTPUTS

Image

Modify an existing image.

Flux Kontext - Quick & Easy

328

Modify an existing image.

Workflow

INPUTS

Text Prompt
Image

OUTPUTS

Image

Add a specific face to any image.

SMART FACE SWAPPER - Ace++ Flux Face swap

230

Add a specific face to any image.

Workflow

INPUTS

Text Prompt
Image

OUTPUTS

Video

Output a turntable video of a still image for pre-viz.

Image to Character Spin

283

Output a turntable video of a still image for pre-viz.

Workflow

INPUTS

Text
Image

OUTPUTS

Image

Create a character sheet with multiple poses and expressions from a single image.

Image to Character Sheet with Kontext

527

Create a character sheet with multiple poses and expressions from a single image.

STEP 2

Training Set Creation & LoRA Training

Once you have an image of a character that you like, it's time to create a variety of images that are based on that initial image. A character sheet is a good start although we recommend additional variations that have different environments and lighting, so that the LoRA doesn't associate the character with image properties and elements that will change on and around them.

In general, the more robust the variety of inputs, the more flexible and controllable the outputs will be while retaining the true essence of what the character is and isn't. Don't worry if there's minor inconsistencies in the input images, this is why we're creating a model in the first place!

Check out this step-by-step LoRA Training guide and downloadable workflows.
Step 1
Workflow

INPUTS

Image

OUTPUTS

Multiple Images

Create subtle variations of a given character image.

Character Consistency - 1 image only. Flux Ace++

283

Create subtle variations of a given character image.

Workflow

INPUTS

Image

OUTPUTS

Multiple Images

Bypass character sheets and turn an image directly into a LoRA.

Flux Kontext - Single Image to Character LoRa Dataset

411

Bypass character sheets and turn an image directly into a LoRA.

Workflow

INPUTS

Multiple Images

OUTPUTS

LoRA

Use a quick API for simple LoRA generations.

Fast LoRA Training for Flux via Floyo API

1.1k

Use a quick API for simple LoRA generations.

Workflow

INPUTS

Multiple Images

OUTPUTS

LoRA

Use a quick API for simple LoRA generations.

ComfyUI Flux LoRA Trainer

446

Use a quick API for simple LoRA generations.

STEP 3

Image Creation & Manipulation

Once your LoRA is created, there are many ways to generate consistent images from that model, and manipulate it to match your ideas and requirements.
Step 1
Workflow

INPUTS

Text Prompt
LoRA

OUTPUTS

Image

Describe the image with your LoRA.

Text to Image + LoRA model

321

Describe the image with your LoRA.

Workflow

INPUTS

Text Prompt
Multiple LoRAs

OUTPUTS

Image

Use multiple LoRAs for an even more custom image.

Text to Image with Multi-LoRA

238

Use multiple LoRAs for an even more custom image.

Workflow

INPUTS

Image
Brushed Mask

OUTPUTS

Image

Insert your character into any existing image.

Flux Inpaint - ULTIMATE workflow.

208

Insert your character into any existing image.

Workflow

INPUTS

Image
Brushed Mask

OUTPUTS

Image

Adjust an existing image with pose guidance for your character.

Flux ControlNet 2.0 - All-in-one

348

Adjust an existing image with pose guidance for your character.

Workflow

INPUTS

Image
Brushed Mask

OUTPUTS

Image

Modify your character’s expression and more.

Flux Kontext Inpainting

481

Modify your character’s expression and more.

Workflow

INPUTS

Image
Text Prompt

OUTPUTS

3D Model
Texture map
Normal Map

Turn your image into a manipulatable 3D model.

Image to 3D with Hunyuan3D w/ Texture Upscale

195

Turn your image into a manipulatable 3D model.