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AdityaKr015/README.md

Aditya Kumar

AI/ML Student · Computer Vision · Linux

B.Tech AI/ML · India

Contributing to Noctalia - a Beautiful C++ Wayland desktop shell, and building real-time CV systems.

Tech Stack

Languages

Python C++

ML / DL

PyTorch Transformers OpenCV Ultralytics scikit-learn NumPy Pandas Gradio

Tools & Platforms

Linux Git HuggingFace Kaggle VS Code Colab

Projects

Project Description Result
🤟 ISL Detection Real-time Indian Sign Language detection — YOLOv11m, Hindi annotations 98.1% mAP@50
🇫🇷 Eng → French NMT Fine-tuned Helsinki-NLP on WMT14, deployed on HF Spaces with attention heatmaps BLEU 41.7 · chrF 63
🚗 Road Sign Detection YOLOv8 traffic & road sign detection system 95.1% mAP@50
🧠 Seq2Seq NMT Eng → French translation built from scratch with Bahdanau attention built from scratch
📚 Free AI/ML Resources Curated resource list for AI/ML students 18 ⭐

Links

   

Pinned Loading

  1. Indian-Sign-Language-Detection Indian-Sign-Language-Detection Public

    Hand Sign Detection with Hindi annotations.

    Jupyter Notebook 1

  2. Eng-to-french-Translation Eng-to-french-Translation Public

    Fine tuned the Helsinki Model on WMT14 dateset and achieved BLEU-41, chrF-63, TER-53

    Jupyter Notebook 1

  3. Free-Resources-for-AI-ML Free-Resources-for-AI-ML Public

    Sharing the AIML resources I use

    18

  4. Road-and-Traffic-Signs-Object-Detection Road-and-Traffic-Signs-Object-Detection Public

    YOLO based Road and Traffic Sign Detection system

    Jupyter Notebook 3

  5. Fedora-KDE-Plasma-dotfiles Fedora-KDE-Plasma-dotfiles Public

    Rice backup - follow the instructions carefully to replicate

    3