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imrnh/README.md

👋 Hi, I'm Imran Hossen

🔬 Machine Learning Engineer, Researcher in Generative & Explainable AI
📍 Dhaka, Bangladesh

🧠 About Me

I’m a ML Engineer with expertise Video, Image and Audio processing. I'm also an Explainable AI & Generative AI Researcher primarily working with Normalizing flows and Diffusion based methods. I've made F2HF, an interpretability method for Vision Transformers.


Google Scholar      ORCID      Gmail       LinkedIn      HuggingFace


⚙️ Core Expertise & Tech Stack

Computer Vision • Audio Processing • Generative AI


                           

Python, C++, SQL        •        PyTorch, Tensorflow, OpenCV     •     AWS, Django, Docker


Research

  • F2HF: Interpretability method for vision transformer. Link

🚀 Selected Projects

 

Tennis gameplay analysis software

 

 

Virtual try on app

 

 

Style transfer without neural network (with classical features only)

 


Pinned Loading

  1. tennis_player_analysis tennis_player_analysis Public

    From a tennis match, extract each serve type (flat / kick / slice), ball impact & bounce location, serve success (let/in/out) and few more serve parameters.

    Python 1

  2. vilt vilt Public

    A virtual try-on application with backend and the serverless models.

    Python

  3. classical_style_transfer classical_style_transfer Public

    Style transfer between 2 images with Feature extraction - Not using Neural Network

    Python

  4. autimate autimate Public

    Autism screening from behavioral video analysis

    Vue

  5. multiplayer_football multiplayer_football Public

    A multiplayer football game made with pygame and django. To play the game, download the portable software and start playing.

    Python

  6. melody_api melody_api Public

    Music recognizer app similar to shazam. This is the API of the whole project. Visit https://github.com/imrnh/melody_app to learn how to use the melody app and the api

    Jupyter Notebook 1