This repository contains the code for the paper "Erdogan G., Jacobs R. A. (2017) Visual Shape Perception as Bayesian Inference of 3D Object-centered Shape Representations. Psychological Review".
The code here is self-contained (even though it has been copied from other repositories), and you should be able to run it without referencing any other repositories on my GitHub.
See run_bdaooss_experiment.py for a script that runs the MCMC chain to sample 3D shape hypotheses given an image.
To calculate the predictions of our model in the paper, see calculate_similarity.py script. Note you will need the samples produced by the MCMC chain to calculate similarities.