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README.md
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---
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license: mit
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---
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license: mit
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language:
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- en
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size_categories:
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- n<1K
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---
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## Introduction
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[MOSIV](https://arxiv.org/abs/2603.06022) is a synthetic dataset designed for the task of **multi-object system identification from videos**, where the goal is to recover both the **4D geometry (time-varying 3D shape)** and the **physical properties** (e.g., stiffness, friction, plasticity) of multiple interacting objects directly from multi-view video observations.
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MOSIV features **contact-rich, multi-object interactions** with diverse materials and complex dynamics. Each sequence contains multiple objects undergoing collisions, deformation, and motion, along with ground-truth physical parameters and simulation data.
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The dataset is generated using [Genesis simulator](https://github.com/Genesis-Embodied-AI/Genesis) and supports tasks such as:
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- Dynamic 3D / 4D reconstruction
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- Physics-based system identification
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- Multi-object interaction modeling
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- Future state prediction and simulation
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## Dataset Structure
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The dataset is organized hierarchically based on the number of objects and sequence IDs.
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```
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MOSIV/
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├── 2objs/
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│ ├── 01/
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│ │ ├── data/
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│ │ ├── masks/
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│ │ ├── masks_vis/
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│ │ ├── point_clouds/
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│ │ ├── videos/
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│ │ ├── all_data.json
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│ │ ├── metadata.json
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│ │ ├── points3d.ply
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│ │ ├── transforms_train.json
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│ │ ├── transforms_val.json
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│ │ └── transforms_test.json
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│ ├── 02/
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│ └── …
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├── 3objs/
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│ ├── 012/
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│ ├── 013/
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│ └── …
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```
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