Patent ID: 11961223
Assignee: SOOKMYUNG WOMEN'S UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. An apparatus for predicting performance of a wheel in a vehicle, the apparatus comprising:
a learning device configured to:
generate a latent space for a plurality of two-dimensional (2D) wheel images based on a convolutional autoencoder (CAE),
extract a predetermined number of 2D wheel images from the latent space, and
learn a dataset having the extracted 2D wheel images and performance values corresponding to the extracted 2D wheel images; and

a controller configured to predict performance for a 2D wheel image based on a performance prediction model as learned result of obtained by the learning device,
wherein the learning device generates the plurality of 2D wheel images each of which having a shape different from that of a reference 2D wheel image using generative design.