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AI drawing for anime

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.