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Large image time series analysis for updating vineyard geographic databases

Large image time series analysis for updating vineyard geographic databases

Oct 10, 2024 | 2021, Computer Science, diiP, Masters Internship

2021Masters Projects@Computer Science +Earth Sciences/Geosciences #image time series analysis#deep learning#data indexation#optical satellite imagery#agriculture monitoring#crop type mapping#vineyard#VENUS images  Project SummaryThe available geographic databases,...
Digital Pathology: when AI meets with anatomo-pathology

Digital Pathology: when AI meets with anatomo-pathology

Oct 10, 2024 | 2021, Computer Science, diiP, Strategic projects

2021 Strategic Projects @Computer Science +Engineering+Biology+Medicine #Digital Pathology#Immuno-therapy#Computer Vision#Deep Learning  Project Summary The fundamental question we address is: How to predict immunotherapy-related gene classes of tumor just by the...
Identification of image circulation by AI in large collections of historical photographs

Identification of image circulation by AI in large collections of historical photographs

Oct 10, 2024 | 2024, Computer Science, diiP, Masters Internship

2024 Master’s Projects @Computer Science #computer vision#digital humanities#artificial intelligence#history of photography  Project Summary There is a blind spot for both the humanities and computer science when one considers the mass of heritage photographs...
Maintaining fairness for decision-making under social considerations

Maintaining fairness for decision-making under social considerations

Oct 10, 2024 | 2024, Computer Science, diiP, Strategic projects

2024 Strategic Projects@Computer Science #Machine Learning#Data Drift#Fairness  Project Summary Machine learning (ML) is increasingly used to make decisions that highly impact applications like hiring, medical diagnosis, education and criminal justice, etc. All of...
A Simulated body approach to MRI-based fetal monitoring

A Simulated body approach to MRI-based fetal monitoring

Oct 10, 2024 | 2024, Computer Science, diiP, Strategic projects

2024 Strategic Projects@Computer Science #simulated bodies#amortised inferences#inductive bias#fetus#MRI    Project Summary Decision and Bayesian Computation (DBC)—Epiméthée (EPI) is a lab at the Institut Pasteur that hosts theoretical physicists and applied...
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