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clementapa/README.md

Hello ! πŸ‘‹ Welcome to my github repository !

🏫 Education :

  • ENS Paris-Saclay (2021 - 2022)
  • Polytech Sorbonne (2016 - 2021)

πŸŽ“ Diploma :

  • Master's Degree in Mathematics, Computer Vision and Machine Learning (MVA) (2022)
  • Engineer's Degree in Applied Mathematics and Computer Science (2021)

✨ Area Of Interest :

  • Artificial Intelligence 🧠
  • Machine Learning πŸ€–
  • Deep Learning πŸ–₯️
  • Computer Vision πŸ‘€
  • Natural Language Processing πŸ“–
  • Audio Processing πŸ—£οΈ
  • Reinforcement Learning 🎲

πŸ‘¨β€πŸ’» Some Languages Known :

Python C C++ Cuda Java R

🐍 Some Python Libraries Preferred :

PyTorch PyTorch-lightning Transformers scikit-learn NumPy OpenCV

πŸ“ Social :

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πŸ“ˆ Stats :

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  1. ASR-project/Multilingual-PR ASR-project/Multilingual-PR Public

    Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021…

    Python 212 18

  2. orangutan-image-video-detection orangutan-image-video-detection Public

    This is repository containing a full pipeline (from annotation to training) for building an orangutans detector.

    Python 5 1

  3. COTS_detection COTS_detection Public

    Building an object detector to protect the Great Barrier Reef: Kaggle challenge TensorFlow - Help Protect the Great Barrier Reef.

    Jupyter Notebook 6 2

  4. Prostate-Cancer-Image-Classification Prostate-Cancer-Image-Classification Public

    Deep Learning for medical imaging kaggle challenge for the MVA master 2021-2022. Classification of ISUP grades from Whole Slide Images.

    Jupyter Notebook 6 2

  5. ArthurZucker/RecvisProject ArthurZucker/RecvisProject Public

    In this project, we propose to study Vision Transformers trained using the Barlow Twins self-supervised method, and compare the results with DINO. We demonstrate the effectiveness of the Barlow Twi…

    Python 15 2

  6. English_Language_Learning_NLP_Transformers English_Language_Learning_NLP_Transformers Public

    For me, the goal of this project was to handle transformers fine tuning by implementing and applying optimization training techniques using limited computational resources.

    Python 1