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Welcome to my GitHub profile!

I am a computer science student specializing in Artificial Intelligence & Data Science, and Research at EPITA. On this profile, you can view my current projects and past achievements in these fields.

You can see my contributions to project that I do not possess in my star section in the contribution list.

I am also a research student at LRE (Research Laboratory of EPITA). My work is focusing on line detection using multiple object tracking (without deep learning) approach in document images.

The following list includes my contributions in my research project:

  • Creation of a modulable pipeline (C++) for line detection in document using multiple object tracking.
  • Improvement of the evaluation for line detection (Python).
  • Creation of a dataset allowing a quantitative comparison to SOTA methods.

The related work is available here: DOI

I am currently doing an internship at Siemens Healthineers in Princeton NJ. I am working in the cardio vascular team on a project aiming at improving the left ventricul motion extraction from DICOM.

Feel free to contact me if you have any questions or comments about my projects!

Philippe Bernet's Projects

cmkv_epita icon cmkv_epita

This repository contains the project of CMKV class at EPITA. The goal of the project is to provide a solver for a Tetravex game using a Metropolis-Hasting.

delta icon delta

Analyse de données ouvertes

mixformer icon mixformer

[CVPR 2022 Oral] MixFormer: End-to-End Tracking with Iterative Mixed Attention

mlops_yolov5_mobileapp icon mlops_yolov5_mobileapp

This repository contains an android app detecting plastics in rivers using different version of yolov5 with TF lite. This project has been done for a MLOPS class at EPITA.

nuitsblanches_gpu icon nuitsblanches_gpu

This repository contains multiple C++/GPU version of a pipeline for object detection. This project has been done for a GPU class at EPITA.

peaceland icon peaceland

The aims of the project is to design a big data architecture. This project has been done for a SCALA class at EPITA.

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