23–25 Sept 2024
Valencia (Spain)
Europe/Madrid timezone

Segmentation and anomaly detection on Muon Tomography applied to the inspection of containers

24 Sept 2024, 09:40
20m
Valencia (Spain)

Valencia (Spain)

Muography Muography

Speaker

Carlos Diez (Muon Tomography Systems S.L.)

Description

Muon Cargo is a project funded by the Spanish Port Authority aiming at installing a Muography portal for container inspection in the port of Santander. This talk offers a panoramic of the status of the project focusing on the development of two AI algorithms: a YOLOv8 based system to perform semantic segmentation on POCA-based images, and a Variational Autoencoder to identify unsual, unexpected geometrical patterns in the containers.

Author

Carlos Diez (Muon Tomography Systems S.L.)

Presentation materials