ToonCrafter

Generating cartoon interpolation research paper

CommonProductImageImage GenerationVideo Interpolation

ToonCrafter is an open-source research project focused on interpolating between two cartoon images using a pre-trained image-to-video diffusion prior. The project aims to positively impact the AI-driven video generation field by providing users with the freedom to create videos, but requires users to comply with local laws and use it responsibly.

Cartoon Image Interpolation: Generate intermediate animations between two cartoon images using the pre-trained model.
Sparse Sketch Guidance: Combine start and end frames with sketch guidance to generate videos.
Cartoon Sketch Interpolation: Allow users to input start and end frames to generate cartoon animations.
Reference-based Sketch Coloring: Provide sketches and reference images for automatic coloring.
Model Weight Download: Offer pre-trained model weights for users to use directly.
Local Gradio Demo: Enable interactive demonstrations through a locally deployed Gradio interface.

ToonCrafter is suitable for artists and researchers interested in cartoon animation production
as well as tech developers who want to explore the applications of AI in video generation. It offers a novel way to create and experiment with animation without the need for traditional animation skills.

Artists use ToonCrafter to generate animation sequences for cartoon characters.
Researchers utilize this model for experiments and research in the field of video generation.
Educational institutions employ it as a teaching tool to teach students about AI applications in artistic creation.

1. Install Environment: Install the recommended environment via Anaconda.
2. Download Model: Download the pre-trained ToonCrafter_512 model and place it in the designated directory.
3. Run Demo: Place the pre-trained model in the corresponding directory according to the guide and run the local Gradio demo.
4. Input Frames: Provide the start and end frame images.
5. Sketch Guidance (Optional): Provide a sketch guidance image if desired.

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ToonCrafter Visit Over Time

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494758773

Bounce Rate

37.69%

Page per Visit

5.7

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