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Currently working on:

  • πŸ”₯ project-lighter/lighter - a powerful PyTorch Lightning wrapper for streamlined, configuration-driven workflows.
  • 🩻 Self-supervised learning on large unannotated medical imaging datasets
  • πŸ«€ Biomarker discovery through heart substructure segmentation

My previous work:

  • πŸŒ†βž‘πŸŒƒ GAN image-to-image translation for adaptive radiotherapy through CBCT-to-CT translation. My team and I developed ganslate-team/ganslate framework to allow us for easier prototyping, extensibility, and experiment tracking of our image-to-image translation projects.

  • πŸŽ™οΈπŸ‡ΊπŸ‡ΈπŸ‡­πŸ‡·πŸ‡ͺπŸ‡ΈπŸ‡«πŸ‡· Speech-to-speech translation combining Google Cloud API with a recurrent convolutional network for language identification. The web app demo can be found on the right.

Ibrahim Hadzic's Projects

brain-tumor-detection icon brain-tumor-detection

Project done at the JunctionX Budapest hackathon. Description of the challenge: https://budapest.hackjunction.com/challenges/varian

idiotuino-car icon idiotuino-car

An autonomous Arduino-powered car that uses three ultrasonic sensors for navigating itself.

language-identification-speech icon language-identification-speech

Deep learning approach to identifying languages from short audio samples. Method for obtaining and preprocessing a dataset included.

lightly icon lightly

A python library for self-supervised learning on images.

midi-rnn icon midi-rnn

Generate monophonic melodies with machine learning using a basic LSTM RNN

nlp-vs-llm-medical-report-anonymization icon nlp-vs-llm-medical-report-anonymization

Code for the paper "Automated anonymization of radiology reports: comparison of publicly available natural language processing and large language models" by MC Langenbach et al.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

speech-to-speech-translator icon speech-to-speech-translator

The Babel Fish v0.01 is a translator that can identify the language spoken from the user's audio input and translate it into English speech

volunteeringtoday icon volunteeringtoday

A service that automatically scrapes social networks for volunteer events and adds them to a website along with AI-backed text recognition for filtering purposes and face recognition for logging user attendance.

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