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AdityaKr015/README.md

Aditya Kumar

AI/ML Student · Computer Vision · Linux

B.Tech AI/ML · India

Active Contributor and Member of Noctalia's Project - A family of native Wayland projects that feel like one desktop.

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

   

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

    Sharing the AIML resources I use

    21

  2. Fedora-KDE-Plasma-dotfiles Fedora-KDE-Plasma-dotfiles Public

    Rice backup - follow the instructions carefully to replicate

    7

  3. Face-Key-Points-Detection Face-Key-Points-Detection Public

    Facial keypoint detection with Precision 94.4%, Recall 92.0%, and mAP@50 96.6% - YOLOv8s-pose fine-tuned on the WFLW dataset, deployed with LiteRT.js for fast, fully browser-based inference

    Jupyter Notebook 2

  4. Indian-Sign-Language-Detection Indian-Sign-Language-Detection Public

    Hand Sign Detection with Hindi annotations.

    Jupyter Notebook 1

  5. 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

  6. aerial-segmentation aerial-segmentation Public

    Semantic segmentation of aerial imagery into 5 land-cover classes - 0.72 mIoU on LandCover.ai with a pretrained EfficientNet-B0 U-Net and Gradio demo.

    Jupyter Notebook 2