|
--- |
|
|
|
|
|
{} |
|
--- |
|
|
|
# ToonCrafter (512x320) Generative Cartoon Interpolation Model Card |
|
![row01](ToonCrafter.webp) |
|
<!-- Provide a quick summary of what the model is/does. --> |
|
|
|
ToonCrafter (512x320) is a video diffusion model that <br> takes in two still images as conditioning images and text prompt describing dynamics,<br> and generates interpolation videos from them. |
|
|
|
## Model Details |
|
|
|
### Model Description |
|
|
|
<!-- Provide a longer summary of what this model is. --> |
|
|
|
ToonCrafter, a generative cartoon interpolation approach, aims to generate <br> |
|
short video clips (~2 seconds) from two conditioning images (starting frame and ending frame) and text prompt. |
|
|
|
This model was trained to generate 16 video frames at a resolution of 512x320 <br> |
|
given a context frame of the same resolution. |
|
|
|
|
|
- **Developed by:** CUHK & Tencent AI Lab |
|
- **Funded by:** CUHK & Tencent AI Lab |
|
- **Model type:** Video Diffusion Model |
|
- **Finetuned from model:** DynamiCrafter-interpolation (512x320) |
|
|
|
### Model Sources |
|
|
|
<!-- Provide the basic links for the model. --> |
|
For research purpose, we recommend our Github repository (https://github.com/ToonCrafter/ToonCrafter), <br> |
|
which includes detailed implementations. |
|
- **Repository:** https://github.com/ToonCrafter/ToonCrafter |
|
- **Paper:** https://arxiv.org/abs/2405.17933 |
|
- **Project page:** https://doubiiu.github.io/projects/ToonCrafter/ |
|
- **Demo1:** https://huggingface.co/spaces/Doubiiu/tooncrafter |
|
- **Demo2:** https://replicate.com/fofr/tooncrafter |
|
## Uses |
|
|
|
Feel free to use it under the Apache-2.0 license. Note that we don't have any official commercial product for ToonCrafter currently. |
|
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. --> |
|
|
|
<!-- ### Direct Use |
|
|
|
We develop this repository for RESEARCH purposes, so it can only be used for personal/research/non-commercial purposes. --> |
|
|
|
|
|
|
|
## Limitations |
|
|
|
<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
|
- The generated videos are relatively short (2 seconds, FPS=8). |
|
- The model cannot render legible text. |
|
- The autoencoding part of the model is lossy, resulting in slight flickering artifacts. |
|
|
|
|
|
|
|
## How to Get Started with the Model |
|
|
|
Check out https://github.com/ToonCrafter/ToonCrafter |
|
|