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Woven: A physics-based probabilistic model of soft object perception

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License Woven

since 2024-07-13

Woven

This folder contains the scripts for implementing Woven: A simulation-based probabilistic model of soft object perception.

Setup

The script downloads the Singularity environment and the necessary data.

bash setup.sh all

Run the inference

To run the demo of the joint-inference step, use the following commands:

 ./run.sh julia src/exp_basic.jl 1/wind_0.5_2.0
 ./run.sh julia src/exp_basic.jl 2/drape_0.5_0.0078125
 ./run.sh julia src/exp_basic.jl 3/ball_0.5_0.0078125
 ./run.sh julia src/exp_basic.jl 4/rotate_0.5_2.0

To run the demo of the marginalization step, use the following command:

bash demo_marg.sh

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