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STAGE Virtual Reality / Data Science Internship at Institut Pasteur and Institut Curie
Date de mise à jour de l’offre
Decision and Bayesian Computation Unit at Institut Pasteur :
In the Decision and Bayesian Computation Unit, we question the computational basis of environment exploration and decision making from microscopic to macroscopic dynamics. We approach these topics through collaborative experiments and through theoretical approaches combining Physical based modelling, Bayesian Inference and Statistical Theory.
The Institut Pasteur is a private, non-profit foundation. Its mission is to help prevent and treat diseases, mainly those of infectious origin, through research, teaching, and public health initiatives.
Description de la mission
The DIVA project aids scientific users in the interpretation of their imaging data using virtual reality (VR) and augmented reality (AR) environments. This multidisciplinary project is localized between the research teams of Maxime Dahan (Institut Curie) and Jean-Baptiste Masson (Institut Pasteur). More information is available in the following link:
https://research.pasteur.fr/en/project/data-integration-and-visualisation-in-augmented-and-virtual-environments/
We are proposing a 3 to 6 month internship for a motivated student to contribute to our efforts in microscopy image representation and feature extraction. This role will involve developing an efficient scheme to allow object identification, feature extraction and image enhancement using supervised learning. Algorithms shall be trained on a large database of biological microscopy images. The ideal candidate should have strong programming skills in python. An elementary knowledge of image processing is additionally expected.
The intern will have the opportunity to work with the modern computational infrastructure (GPU clusters) at the Institut Pasteur. Furthermore, the student will gain valuable experience in data standardization, analytics and organization.
Primary themes for this internship will include:
Machine learning
Data analytics
Image processing
https://research.pasteur.fr/en/project/data-integration-and-visualisation-in-augmented-and-virtual-environments/
We are proposing a 3 to 6 month internship for a motivated student to contribute to our efforts in microscopy image representation and feature extraction. This role will involve developing an efficient scheme to allow object identification, feature extraction and image enhancement using supervised learning. Algorithms shall be trained on a large database of biological microscopy images. The ideal candidate should have strong programming skills in python. An elementary knowledge of image processing is additionally expected.
The intern will have the opportunity to work with the modern computational infrastructure (GPU clusters) at the Institut Pasteur. Furthermore, the student will gain valuable experience in data standardization, analytics and organization.
Primary themes for this internship will include:
Machine learning
Data analytics
Image processing
Profil recherché
Scripting language experience (e.g. Python, R)
Image processing fundamentals
Machine learning APIs (e.g. TensorFlow, scikit-learn)
Image processing fundamentals
Machine learning APIs (e.g. TensorFlow, scikit-learn)
Niveau de qualification requis
Bac + 4/5 et +
Les offres de stage ou de contrat sont définies par les recruteurs eux-mêmes.
En sa qualité d’hébergeur dans le cadre du dispositif des « 100 000 stages », la Région Île-de-France est soumise à un régime de responsabilité atténuée prévu aux articles 6.I.2 et suivants de la loi n°2204-575 du 21 juin 2004 sur la confiance dans l’économie numérique.
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EmployeurDecision and Bayesian Computation Unit at Institut Pasteur
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Secteur d’activité de la structureEnseignement - Formation - Recherche
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Effectif de la structurePlus de 250 salariés
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Type de stage ou contratStage d'immersion en milieu professionnel dans le cadre de la formation professionnelle continue
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Date prévisionnelle de démarrage
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Durée du stage ou contratPlus de 4 mois et jusqu'à 6 mois
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Le stage est-il rémunéré ?Oui
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Niveau de qualification requis
Bac + 4/5 et + -
Lieu du stage25-28 Rue du Dr Roux
75015 Paris -
Accès et transportsStation Pasteur (Ligne 6)