Shape complexity estimation using VAE

Code

• github.com/mmrrqq/shape-complexity
  OfficialIn paperpytorch★ 0

Abstract

In this paper, we compare methods for estimating the complexity of two-dimensional shapes and introduce a method that exploits reconstruction loss of Variational Autoencoders with different sizes of latent vectors. Although complexity of a shape is not a well defined attribute, different aspects of it can be estimated. We demonstrate that our methods captures some aspects of shape complexity. Code and training details will be publicly available.

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Reproductions