|
--- |
|
|
|
|
|
{} |
|
--- |
|
|
|
# SketchDream: Sketch-based Text-to-3D Generation and Editing |
|
<!-- Provide a quick summary of what the model is/does. --> |
|
|
|
## Model Details |
|
|
|
Input: sketch, depth maps, text input <br> |
|
Output: multi-view images of 3D models |
|
|
|
### Model Sources |
|
|
|
<!-- Provide the basic links for the model. --> |
|
For research purpose, we recommend our Github repository (https://github.com/IGLICT/SketchDream), <br> |
|
which includes detailed implementations. |
|
- **Repository:** https://github.com/IGLICT/SketchDream |
|
- **Paper:** https://arxiv.org/abs/2405.06461 |
|
- **Project page:** http://geometrylearning.com/SketchDream/ |
|
## 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/IGLICT/SketchDream |
|
|