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tpiasek/README.md

Hi there, I'm Tomek 👋

Web Developer | Image Processing Enthusiast | Machine Learning Explorer

🚀 About Me

🔍 I'm passionate about image processing, machine learning, and web development.
💡 Always looking to improve my skills and contribute to open-source projects.
🎯 Focused on solving real-world problems with code.

🔬 Current Projects

📷 Image Compression and Denoising

Tech: Python, NumPy, Matplotlib
Applying Fourier & Wavelet transforms and Gaussian blur to improve image quality.

✈️ Anti-Aliasing Simulation

Tech: Python, Matplotlib, NumPy
Simulating propeller motion anti-aliasing to visualize and mitigate aliasing effects.

🎛️ Demosaicing Algorithms

Tech: Python, NumPy, OpenCV
Exploring Bayer & Fuji X-Trans filters using interpolation & convolution techniques.

📷 Raw Mosaiced Image 🖼️ Fully Demosaiced Image
Mosaiced image Demosaiced image

🧩 Demosaicing is a crucial step in digital imaging pipelines, transforming raw sensor data into a usable color image!

⚙️ Technologies & Tools

🚀 Programming: Python, C++
🌐 Web Development: HTML, CSS, JavaScript
📚 Libraries & Frameworks: OpenCV, NumPy, Matplotlib
🛠 Tools: Git, GitHub

📂 Featured Projects

📫 Let's Connect!

⭐ Feel free to explore my repositories and contribute to my projects!"

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  1. imageProcessing_compressionAndDenoising imageProcessing_compressionAndDenoising Public

    Image compression and denoising using Fourier and Wavelet transform for both as well as Gaussian blur for denoising. Works for 2D (grayscale) images as well as 3D (RGB) ones.

    Python 2 1

  2. imageProcessing_aliasing imageProcessing_aliasing Public

    Anit-aliasing technique applied on the simulation of plane's propeller in Python [matplotlib, numpy]

    Python

  3. imageProcessing_demosaicing imageProcessing_demosaicing Public

    Bayer's and Fuji X-Trans filters demosaicing using both interpolation and convolution techniques. Repository includes tests results for both methods on both filters with comparison to each other.

    Python

  4. imageProcessing_interpolationAndConvolution imageProcessing_interpolationAndConvolution Public

    Interpolation and convolution techniques implemented for both 1D signals, 2D gray images and 3D color images. Convolution process use filters with different kernels with an option to define new one…

    Python

  5. algorithms_graphs algorithms_graphs Public

    Adjacency-list and adjacency-matrix implementations of a graph written in C++ with Dijkstra and Bellman-Ford shortest path algorithms implemented on both graph's representations. Repository include…

    C++ 1

  6. dataStructures_hashTable dataStructures_hashTable Public

    Hash table implementation in C++. Hashing algorithms: separate-chaining, open-addressing and cookoo-hashing.

    C++