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19 followers · 18 following

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

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antoinehabis/README.md

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PhD 📖 from Télécom Paris 🏫 and Institut Pasteur ⚕️, where I focused on applying artificial intelligence to histology — developing three segmentation methods (interactive and non-interactive) across various levels of supervision to improve histological analysis.

Now working as an ML Research Engineer at Raidium, focused on medical imaging.

Outside of work I enjoy badminton 🏸, tennis 🎾, and chess ♟️.

 

Python PyTorch TensorFlow SQL Slurm

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  1. Deep-ContourFlow Deep-ContourFlow Public

    Training-free active contours powered by deep features — unsupervised & one-shot image segmentation (Deep ContourFlow, arXiv:2407.10696)

    Python 20 2

  2. torch_contour torch_contour Public

    python torch library for polygon / contour to image (mask, distance map) processing and more

    Python 8 1

  3. WSS-UIC WSS-UIC Public

    Jupyter Notebook 7 1

  4. deep_icy_test deep_icy_test Public

    test de deep icy segmentation de noyaux

    Python 6

  5. Nuclei-Click Nuclei-Click Public

    Jupyter Notebook 8

  6. Street2Shop Street2Shop Public

    This repository gathers results and my 6 month internship report during which I designed an image based clothing recommendation model Street 2 shop

    3