zzcnewly/ContPhy-Gen
Codebase and tutorial of ContPhy dataset generation for ICML 2024 paper "ContPhy: Continuum Physical Concept Learning and Reasoning from Videos"
This tool helps researchers and developers create custom video datasets for physical reasoning tasks. It takes 3D models and environmental parameters as input within the Unity3D editor, and outputs video sequences with detailed annotations of physical interactions like fluid dynamics, cloth movement, or rope systems. It's designed for those developing or evaluating AI models that need to understand how objects behave in the real world.
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Use this if you need to generate highly specific, annotated video datasets simulating continuum physical phenomena for AI training or evaluation.
Not ideal if you're looking for an off-the-shelf dataset or a tool that doesn't require familiarity with Unity3D and C#.
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Language
C#
License
MIT
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Last pushed
Aug 31, 2024
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