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At once post-processing of fluid structures in micro gravity experiment

  • The GeoFlow II experiment aims to replicate Earth’s core dynamics using a rotating spherical container with controlled temperature differences and simulated gravity. During the GeoFlow II campaign, a massive dataset of images was collected, necessitating an automated system for image processing and fluid flow visualization in the northern hemisphere of the spherical container. From here, we aim to detect the special structures appearing on the post processed images. Recognizing YOLOv5’s proficiency in object detection, we apply Yolov5 model for this task.

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Author:Ngoc Uyen Nguyen
Advisor:Florian Zaussinger, Auth Jan
Document Type:Bachelor Thesis
Year of Completion:2023
Granting Institution:Hochschule Mittweida
Release Date:2023/12/01
GND Keyword:Kugelspalt; Spaltströmung; Objekterkennung
Page Number:55
Institutes:Angewandte Computer‐ und Bio­wissen­schaften
DDC classes:006.4 Mustererkennung, Biometrie, Objekterkennung
Open Access:Frei zugänglich
Licence (German):License LogoUrheberrechtlich geschützt