Open Positions
We are always interested to receive applications from motivated students and post-doctoral scientists who would like to join our team. Please for more informations.
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Nutrition Tracker for Health Care
This master’s thesis is dedicated to developing an advanced nutrition tracking system for hospitals, integrating QR-code recognition and structured light camera technology. The focus is to significantly enhance the precision of food volume measurements and patient meal tracking with machine learning, thereby improving nutritional monitoring accuracy. Show details
Keywords
Nutrition Tracking, Computer Vision, 3D vision, Machine Learning, Software Development, Startup
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Master Thesis
Contact Details
Published since: 2024-03-27
Earliest start: 2024-03-28
Latest end: 2025-03-31
Organization: Laboratory of Exercise and Health (De Bock group)
Hosts: Iten Raban
Topics: Medical and Health Sciences , Information, Computing and Communication Sciences
Generative AI for Food Amount Estimation – Synthesize 3D Food Images
This thesis aims to enhance food volume estimation in healthcare settings, a critical factor in patient nutrition management. The project involves developing a machine learning system capable of synthesizing 3D food images. The enhanced accuracy of volume estimations will be achieved through an expanded training set enriched with real-world food data from hospitals. This research, conducted by an ETH team, is poised to significantly impact patient care in facilities, particularly in addressing malnutrition. The initiative is not just academic but also a stepping stone towards a potential startup venture, emphasizing the project's practical applicability and future growth potential. Show details
Keywords
3D Image Synthesis, Generative AI, Representation Learning, Volume Estimation, Machine Learning, Healthcare, Startup, Nutritional Management, Data Augmentation, Depth Imaging, AI in Healthcare, Food Volume Analysis, Deep Learning
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Master Thesis
Description
Goal
Contact Details
Published since: 2023-12-26
Earliest start: 2024-01-01
Latest end: 2024-10-31
Organization: Laboratory of Exercise and Health (De Bock group)
Hosts: Iten Raban
Topics: Information, Computing and Communication Sciences