symsol_reduced

Bonheme, L. and Grzes, M. (2022) symsol_reduced. [Data Collection]

Description

A reduced version of the symmetric solids dataset (https://www.tensorflow.org/datasets/catalog/symmetric_solids) initially proposed by [1] where duplicate images (i.e., images with equivalent rotations) and marked shapes are removed. The images are provided unlabelled and resized to 64x64.

[1] Murphy, K. A., Esteves, C., Jampani, V., Ramalingam, S., & Makadia, A. (2021, July). Implicit-PDF: Non-Parametric Representation of Probability Distributions on the Rotation Manifold. In International Conference on Machine Learning (pp. 7882-7893). PMLR.

Uncontrolled keywords:

symmetric solids, unalbelled, images

Subjects:

Q Science > Q Science (General) > Q335 Artificial intelligence
Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming, > QA76.87 Neural computers, neural networks

DOI:

10.22024/UniKent/01.01.436

Divisions:

Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Computing

Depositing User:

Lisa Bonheme

Collection period:

From