cun-bjy / mpi3d_real

unofficial backup service for mpi3d_real dataset

mpi3d_real

This repository is a unofficial backup service for MPI3D-Real dataset, which is provided in this paper: On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset. The dataset contains images of real objects with varying factors of variation, such as shape, color, texture and pose. The dataset is useful for studying the generalization and disentanglement abilities of representation learning models. The backup service allows users to download the dataset from a mirror site in case the original source is unavailable.

For more detailed information on the dataset, please check the original repository

Real world simple shapes (mpi3d_real)

(download link)

Reference

[1] Gondal, Muhammad Waleed, et al. "On the transfer of inductive bias from simulation to the real world: a new disentanglement dataset." Advances in Neural Information Processing Systems 32 (2019).