Spaces:
Running on Zero
Running on Zero
| title: Latent Dynamics Reasoning (LDR) | |
| emoji: 🎬 | |
| colorFrom: red | |
| colorTo: pink | |
| sdk: gradio | |
| sdk_version: 6.15.1 | |
| app_file: app.py | |
| short_description: Extrapolate physical video from 3 conditioning frames | |
| python_version: "3.10" | |
| startup_duration_timeout: 30m | |
| # Latent Dynamics Reasoning (LDR) | |
| Extrapolative video world model that rolls out future video frames from three | |
| initial conditioning images, reasoning about latent physical dynamics. | |
| Upload three frames of a physical scene, pick the task type (uniform, | |
| parabola, collision, looming, bouncing), and the model generates ~29 future | |
| frames of predicted motion. | |
| Based on: [Learning How the World Evolves: Extrapolative Video World Models | |
| via Latent Dynamics Reasoning](https://lat-dyn-reason.github.io/) | |
| - [Model](https://huggingface.co/haodongli/LDR) (Apache-2.0) | |
| - [Code](https://github.com/Lat-Dyn-Reason/Lat-Dyn-Reason) | |
| - [Project Page](https://lat-dyn-reason.github.io/) |