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3D-CERA-ML: 3D Scanning and Generative Machine Learning Models for Archaeological Ceramics
FunderNetherlands Organisation for Scientific Research (NWO)
DurationFrom 01 Jun 2025
Funded underSGW Open Competitie XS 2024 - ronde 3
Project code406.XS.24.03.142
Identifiers
Description
This project aims to develop an innovative methodology for the study of archaeological ceramics through a state-of-the-art integration of 3D scanning technologies and generative machine learning (ML) models. By creating detailed 3D models of ceramic artifacts, we aim to generate high-resolution input datasets for ML algorithms that will generate similarity networks to enhance classification accuracy, improve chronologies, and deepen our understanding of production techniques, and usage of these materials. The methodological pipeline developed in this project will be made openly available and can be used in a wide range of applications within and beyond archaeology.
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This project aims to develop an innovative methodology for the study of archaeological ceramics through a state-of-the-art integration of 3D scanning technologies and generative machine learning (ML) models. By creating detailed 3D models of ceramic artifacts, we aim to generate high-resolution input datasets for ML algorithms that will generate similarity networks to enhance classification accuracy, improve chronologies, and deepen our understanding of production techniques, and usage of these materials. The methodological pipeline developed in this project will be made openly available and can be used in a wide range of applications within and beyond archaeology.
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