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pytorch / captum

Model interpretability and understanding for PyTorch
https://captum.ai
BSD 3-Clause "New" or "Revised" License
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LiDAR/Point cloud support #1048

Open jayhsu0627 opened 2 years ago

jayhsu0627 commented 2 years ago

🚀 Feature

Interpreting LiDAR/PC-based model

Motivation

I'm frustrated and tired of integrating PointNet and LIME-3D.

Pitch

Leads XAI from 2D to 3D.

Alternatives

Represents 3D point clouds as images, but it's a reduced dimensionality, not ok.

Additional context

Do your team think it's doable? Maybe I can help.

AbhishekKaushikCV commented 2 months ago

@jayhsu0627 Hi, I am also trying to do something similar. Do you have any leads on this topic?