AI drawing for anime
AI

AI drawing for anime

June 2, 2024

Previouslyshared AI-generated illustrationsToday, I'll share AI-generated anime art.It feels like it can be connected.

There are a few things we can do:

  • Cartoon Interpolation for animation in-between frames

  • Cartoon Sketch Interpolation

  • Reference-based Sketch Colorization

    Intermediate sketch animation

    Finally

  • Sparse Sketch Guidance

    Sparse sketch reference:

    Final result

Experience

A demo can be run on Huggingface: https://huggingface.co/spaces/Doubiiu/tooncrafter

Input image:

Input Prompt:

Generated video:

Input image:

Input Prompt:

Generated video:

Technical details

Overview of ToonCrafter

as detail guidance. Optionally, interpolation can be controlled via sparse sketch guidance.

Explanation of the Detail Injection 3D Decoder

via shallow cross-attention, while simultaneously performing residual learning, i.e., adding the features of Frame 1 and Frame L at deeper layers.

Examples

Examples of different sketch guidance modes: (top) bisection (n=1) and (bottom) random positions.

Comparison

Visual comparison of anime interpolation results between ToonCrafter, AnimeInterp, EISAI, FILM, and SEINE.

ABOUT THE AUTHOR

Renee's Entrepreneurial JourneyEssay Editor

This is my little corner of the internet where I share thoughts, ideas, and interesting stuff I come across in the world of AI. Things in this field move fast, and I use this space to slow down a bit—to reflect, explore, and hopefully spark some good conversations.

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