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Benchmark for the EuLearn database

EuLearn Sample Image

This repo contains the benchmark deep learning architectures that were trained and evaluated on the following database:

EuLearn: A 3D database for learning Euler characteristics

Architectures

The Architectures folder contains the benchmark architectures.

Database Generator

The Database Generator folder contains the software to generate the full database or any other surfaces required by the user.

Sampling

The Sampling folder contains point clouds with ~3000 vertices sampled from the original EuLearn database, which are the inputs for the Architectures.

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EuLearn: A 3D database for learning Euler characteristics

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