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9 followers · 5 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Starstruckx2

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Starstruckx2

Highlights

  • Pro

Organizations

@NCUE-EE-AIAL

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balaboom123/README.md

I'm passionate about Natural Language Processing and Computer Vision, currently pursuing my Master's degree in CS (AI Track).

     

GitHub Statistics

Profile Details
GitHub Stats

🛠 Open Source Toolkits

SignDATA: Data Pipeline for Sign Language Translation

arXiv   GitHub   GitHub Repo stars

  • Modular, config-driven pipeline for preprocessing Sign Language datasets with pose and video outputs using MediaPipe, MMPose, and YOLO.
  • Tech Stack: Python MediaPipe MMPose YOLO

🚀 Research & Publications

Two-step authentication: multi-biometric system using voice and facial recognition

IET   arXiv   GitHub   GitHub Repo stars  

  • A system integrated VGG-16 (Face) and ResCNN (Voice) recognition for enhanced biometric security.
  • Tech Stack: TensorFlow CNN Signal Processing Deep Learning

STR-Lite: Lightweight Masked Autoencoders for Adaptable Scene Text Recognition

IEEE   arXiv   GitHub   GitHub Repo stars  

  • A 6M-params lightweight STR framework leveraging MAE pretraining to achieve high accuracy in Union14M dataset.
  • Tech Stack: PyTorch Masked Autoencoding (MAE) Vision Transformer

Towards Compact Sign Language Translation: Frame Rate and Model Size Trade-offs

IEEE   arXiv  

  • Using pose extraction and T5-small to study on the Frame rate influence on Sign Language Translation.
  • Tech Stack: PyTorch Google-T5 Vision Transformer

️⚙️ Other Projects

awesome italian brainrot

GitHub   GitHub Repo stars  

  • A collection to catalog all the Italian brainrot.

Taiwan Stock Predictor

GitHub   GitHub Repo stars  

  • Crawl data from the Taiwan stock market and analyze through ML models.
  • Tech Stack: Python Web Scraping Machine Learning

Pinned Loading

  1. signdata-slt signdata-slt Public

    Modular, config-driven pipeline for preprocessing Sign Language datasets with pose and video outputs using MediaPipe, MMPose, and YOLO..

    Python 105 2

  2. STRLite STRLite Public

    [ICCE 2026] Code base for STRLite: Lightweight Masked Autoencoders for Adaptable Scene Text Recognition

    Python 1

  3. NCUE-EE-AIAL/Two-step-Authentication-Multi-biometric-System NCUE-EE-AIAL/Two-step-Authentication-Multi-biometric-System Public

    [ICETA 2024] A real-time, two-step multi-biometric authentication system combining VGG16-based facial recognition and ResNet-based voice verification.

    Jupyter Notebook 8 1

  4. awesome-italian-brainrot awesome-italian-brainrot Public

    This is a collection to restore all the Italian brainrot.

    272 5

  5. NCUE-EE-AIAL/Invigilation-Using-Lightweight-Semantic-Analysis NCUE-EE-AIAL/Invigilation-Using-Lightweight-Semantic-Analysis Public

    Python 2

  6. ZynqCrypt-SoC ZynqCrypt-SoC Public

    HTML