Create Custom Character Art from a Single Image with InstantCharacter

Generate consistent AI characters from a single image—no fine-tuning needed. Works with Shinkai/Ghibli styles or original designs.

InstantCharacter is an open-source AI tool that lets you personalize images of characters using a diffusion transformer framework.

Built on InstantCharacter diffusion transformer framework, it lets you generate variations of a character from a single reference image while maintaining exceptional image quality and character consistency.

Playground

Features

  • Single-image personalization: Generate new images from just one reference photo
  • No fine-tuning required: Create customized characters instantly without model training
  • Open-domain generalization: Works with diverse character types, appearances, and styles
  • High-fidelity output: Produces detailed, high-quality images that maintain character consistency
  • Style flexibility: Apply different artistic styles like Makoto Shinkai or Studio Ghibli
  • Text-driven editing: Control character poses, activities, and settings through text prompts

Use Cases

  • Character artists and designers: Quickly visualize existing characters in new environments or styles without redrawing
  • Game developers: Generate concept art variations for character development and storytelling
  • Animation pre-production: Test character designs in different scenarios before committing to full animation
  • Social media content: Create unique, personalized images for profiles, posts, or creative projects
  • Personal projects: Transform photos of yourself, friends, or original characters into stylized artwork

How to Use It

  1. Visit InstantCharacter Hugging Face Space: https://huggingface.co/spaces/InstantX/InstantCharacter
  2. Upload your character image. Pro tip: remove the background first for better results. You can use a free background removal tool online if needed.
  3. Enter your text prompt. Describe what you want the character to be doing. Be as specific as you like.
  4. Select your style. Choose from “None,” “Makoto Shinkai style,” or “Ghibli style.” Experiment to see what you like best.
  5. Click the Submit button. And wait for the magic to happen!
  6. Download and share! Show off your customized character image.

Pros

  • Free to use: No cost to experiment and create.
  • Easy to use: Simple interface, no technical expertise required.
  • Character Consistency: Maintains character identity across different styles.
  • Good Image Quality: Produces high-fidelity images, particularly with background removal.
  • Style Options: Provides preset styles for quick variations.

Cons

  • Limited Style Options: Only three style options are available currently.
  • Hugging Face Space Dependency: Relies on the Hugging Face space, which might have usage limits or downtime.
  • Text Prompt Limitations: The AI isn’t perfect and might not always perfectly interpret complex prompts.

Related Resources

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