Project Details

Metody hlubokého učení pro analýzu 3D dat

Project Period: 1. 1. 2020 – 30. 6. 2021

Project Type: contract

Partner: TESCAN 3DIM, s.r.o.

English title
Deep learning methods for 3D data analysis
Type
contract
Keywords

Deep learning, convolutional neural networks, CNN, 3D shape analysis, image recognition

Abstract

This project aims at analysis of current trends in state-of-the-art deep learning methods for 3D image and surface data. Analysis of suitability of new approaches for the needs and tasks defined by the company, experimental implementation and verification of the promising methods, and consultations of existing solutions of the company and technical assistance in their innovation.

Team members
Sadovský Petr, Ing., Ph.D. (UFYZ) – research leader
Kodym Oldřich, Ing., Ph.D.
Španěl Michal, doc. Ing., Ph.D. (DCGM)
Publications

2023

2021

2020

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