Portfolio of BRUN Loïs
Team-oriented and highly committed engineering student majoring in High-Tech Imaging, IA and Virtual and Augmented Reality.
Virtual and Augmented Reality
A second-year Master’s program in Virtual & Augmented Reality (VAR) of the Institut Polytechnique of Paris which provides students with the fundamental background and technical skills for developing innovative industrial applications, as well as cutting-edge research programs, in the fields of virtual and augmented reality technologies.
Artificial Intelligence
A series of lectures to introduce to artificial neural networks (ANN) and particularly to convolutional neural networks (CNN), their architecture, and their parameters
Handwritten digit classification using ANN / CNN
A laboratory focused on the issue of handwritten digit classification using artificial neural networks and convolutional neural networks. This work was carried out in Python using Tensorsflow with Keras API. The main study was the impact of different parameters on the system accuracy and loss
Gdoc of the work
Clothing classification using CNN
A laboratory focused on the issue of clothing classification using CNN in Python using Tensorsflow with Keras API. The goal was to develop from scratch, evaluate and use dedicated deep CNNs for clothing classification problem implementing K-fold cross validation.
​Cats/Dogs classification using a reduced training dataset
A laboratory focused on the issue of cats and dogs classification using CNNs trained with very little data (2000 pictures for each class). By using Python and Tensorsfow with Keras API, we implemented and cat and dogs recognition framework trained from scratch using data augmentation, dropout regularization, transfer learning and fine_tuning
Course of Reinforcement Learning
An 6 hour introduction lecture and laboratory to the concept of non deep and deep reinforcement learning. We worked on solving the CartPole problem (continuous input, discrete actions) using the OpenAI gym library to simulate our environment
Computer Graphics
A serie of six 3 hours lectures and two 4 weeks project on the basis of computer graphics including Blender and Unity.
Blender
A 9 hour introductory classe to 3D modeling using Blender. We modeled and animated using mixamo a rocket, a hammer, a humanoid and a object of our personnal choice. I choose to do a flying boat
Unity
After 9 hours of introductory classes to unity, we did a 3-week project where we had to develop our own game from scratch. I decided to design a "reverse frog game" where you have to jump onto moving obstacles. The game's universe is based on "Laputa: Castle in the Sky", an animated movie released in 1986.
Motion capture
A 9-hour lab on motion capture at Mocaplab, a motion capture laboratory situated in the north of Paris. We were introduced to the principle of motion capture, a software called MotionBuilder and served as actors for our own animations
Advanced computer vision
Several of lectures and laboratories on advanced topic of computer vision and artificial intelligence
Structure from motion
A series of lectures on all theoretical aspects of structure from motion in order to get a comprehensive understanding of the subject. It was followed by a 1-month project in order to create our own algorithm of structure from motion
Social Robotics
Several lectures and laboratories at l'ENSTA on social robotics. It was presented by several professors and PhD students
KNN face expression recognition
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Evaluating the Effect of Theory of Mind on People’s Trust
in a Faulty Robot
A 20 minutes presentation of a research article on social robotics looking on the effect of theory of mind on people's thurst in a Faulty robot. It was presented to 7 other classmates, one professor and 3 PhD students
High Tech Imaging
A major of Telecom SudParis, an engineering school of the Institut Polytechnique of Paris, which provides students with skills in High Tech Imaging, ranging from mage, video & 3D graphics compression to Digital content protection and e-Health & bio-imaging
Multimedia indexing
The goal of this serie of lectures is to learn how to efficiently and automatically index multimedia content, from images to videos.
Shot boundary detection and key-frame extraction
A laboratory focused on the issue of shot boundary detection and video abstraction/summarization base on a set of representative key-frames using Python, OpenCV and Scikit-image. We implemented various video segmentation strategies and a strategy to provide a concise representation of the video. This laboratory was carried out on a Friends episode
Structural High-resolution satellite image indexing
A 6 weeks study on different research papers about structural High-resolution satellite image indexing followed up by a presentation
Digital content protection
In this serie of lectures, different multimedia have been seen, including : Steganography, Cryptography (symmetric and asymmetric), watermkaring, fingerprinting and blockchain
Project on copyright protection and digital fingerprinting
A 3 week student project on digital fingerprinting applied to copyright protection done in pair.
e-Health and bio-imaging
A serie of lectures and project on the key technologies in medical imaging, from theoretical to technical point of view. Discussion of the parameters influencing the image quality and illustration of several clinical applications
Morphotools & Medical Imagery
A 1 month project on medical imagery where, in group of study, we applied basic morphology transformations to MRI scans in order to automatically detect the spinal cord and vertebras to help health professionals make faster diagnostics
Multimedia applications and games in augmented reality
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AR Tap To Place application for android
Creation of a small tap-to-place application for android where the user can make the solar system appear in its own room
Blog Creation & Android game creation
Creation of a blog based on HUGO framework. Due to most of the blog having already been done on WIX, only the WIX version of the blog have been kept.
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An android game has also been created in order to experiment with the gyroscope features of the smartphone.
Game in Augmented Reality on Hololens
Creation of a game in Augmented Reality using most of the features granted by Hololens. In this game, you must grab a spaceship with your hand to make it dodge asteroids with ever-increasing speed. Some thoughts of game design were put into including the player's immediate environment to increase immersion and fun.
VR escape game
Creation of an escape game in VR using the Oculus Rift using features granted by the hardware. Some thoughts of game design were put into preventing motion sickness ranging from unnatural motion to a lack of FPS. The game was done in duo with AUDY Quentin where he explains in detail the development of the game.
End of study project : Neural Network Watermarking
A 5 months project, in parternship with Artemis laboratory and a PhD student, on Neural Network Watermarking
Mid project presentation
A presentation of all of the progress we made during 3 months of work on Neural Network Watermarking
Final project
Finalization of the project and creation of a git repository with a clean readme to explain all of the project and the free and easy availability of our work
Personal work
I carried out 3 internships focused on computer science applied to aerospatial engineering
During my free time, I also took part in several associations, strengthening my skills in management, communication, and robotics
Internships
Through my curriculum at Telecom SudParis, I had the opportunity to carry out three internships. In total, I had the chance to do 35 weeks of internships in 3 years.
STARNAV
2021
A research internship at a aerospatial start up based in Normandy. The goal of the internship was to study advanced Kalman filters applied to space devices in order to make them independent from Global navigation satellite system
Università degli Studi di Salerno | Mivia Lab
2022
An internship at Mivia, a research Lab of the University of Salerno active in the fields of Pattern Recognition and Computer Vision.
The goal of the internship was to carry out a multiple-class segmentation and classification of Italian traffic signs applied to an autonomous car using our own data and various CNNS.
EAC (ExPeRT) Department | ESA
2023
A 6 months internship at Cologne, Germany in Virtual/Augmented/Mixed Reality continuation of projects within the European Astronaut Center
School projects
Several projects carried out in the context of my 3 years at Telecom SudParis
Management and communication of "Cassiopée" project
A project of 3 people, in which over a course of 6 months, we managed over 80 scientific projects called "Cassiopée", which are research, development or industrially oriented. In addition we regularly interviewed teams, researchers and alumni to carry out weekly publications of the project journal. Finally, we organized the award ceremony of those projects.
Bookint, an online book library and recommandation website
A 6 month project, carried out in a team of 4, where we coded a java website where one could store its books, its whish list, rate and comment books, and be recommended books according to its activities
Corporate Social Responsibility
A 3-month project with 3 other students for the consulting firm Sopra Steria where we were in charge of one of his tenders for the french national train company SNCF. Our goal was to design, build and implement a cockpit for the management of electrical consumption of SNCF's technicals centers
INTech : Robotic student association
INTech is the robotic student association of Telecom SudParis and IMT Business School. Every year it hosts four to five several months projects, usually at the same time. Robotics not being taught at Telecom SudParis, our knowledge and experience in robotics is passed down from second and third year students to first year students.
2021 French Robotics championship | High-Level programmation section
A 10 month project where we had to learn robotics then compete in the French robotics national championship with a small team composed of several nationalities. The robots must dodge enemies, capture cups, and sort them by colors.
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My role in this team was to design the "High-Level programming", ranging to the strategy of the robot, to scripting and Aruco code detection.
2022 French Robotics championship | Head ofCommunication
Management of the communication of the association in order to maintain current partnership and to develop new ones with different businesses
2023 Formation in machine learning, CNNs and image classification
A formation created by hand thanks to the lectures I followed. It is a lecture followed by a laboratory that last approximately from 1h30 to 2h. It was presented in front of 20 fellow students from first to final year of their engineering degree
BDA : Art student association
BDA is the Art student association of Telecom SudParis and IMT Business school. It organizes events hosting from 100 to 800 people at least every month.
Vice-Presidence of the Art Association |
2021-2022
A one year mandat to manage a team of 38 people to carry out missions, projects and events coordinating the life of up to 500 people. Events included, without being exhaustive, student parties hosting up to 850 people, graduation ceremonies in prestigious parisian theaters and concerts. The team managed were communication, web, events and human ressources.
SOS : First aid promotion student association
SOS (Save Our School) is the first aid promotion of Telecom SudParis and IMT Business school. It was created in 2021 following a personal involvement in the first aid responders of Paris.
President and creator of SOS (Save Our School)
Creation and presidency of a first aid promotion club in order to encourage and finance first aid formation to all whishing student. My work included administrative work, partnership creation with the first aid responders, communication and advertising of our work and management of a team of 10 people.
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