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mateuszcedro/README.md

Mateusz Cedro

About Me

Machine Learning Researcher who delivers ML & AI solutions for data-driven projects in research and business. Especially interested and advanced in building and explaining complex ML/AI models, data inference and creative visualization. Passion for working with others.

Currently working on XAI explanations of CNN Computer Vision Deep Learning classification model detecting COVID-19 disease on lung X-ray images. Below you can find the sample images explaining the pixel importance. Here you can find the research paper and notebook with code.

covid_lungs

My projects

Vision Transformer (ViT)

ViT

Explainable AI (XAI)

XAI_BrainStroke4 XAI_BrainStroke1 XAI_BrainStroke2

Generative AI

gan_img

  • Segment Anything Model (SAM) by Meta AI on Medical Images

Deep Learning

Machine Learning

lstm

multiclass1 multiclass2

Advanced data Visualisation

Adv_Viz1 Adv_Viz2

Natural Language Processing

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  1. mateuszcedro mateuszcedro Public

    Config files for my GitHub profile.

    Jupyter Notebook