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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ ## Introduction
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+
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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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+
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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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+
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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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+
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+ ## Dataset Structure
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+
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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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+ ```
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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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+ ```