|
1 |
| -# project-archive |
2 |
| - |
3 |
| -# Selected projects: |
4 |
| -1. [Geometric modeling of blood vessels](https://github.com/marekkoc/blood-vessels-modeling) |
5 |
| - - [3D image texture analysis of simulated and real-world vascular trees](https://github.com/marekkoc/vascular-tree-3D-texture-analysis) |
6 |
| - - [Assessment of brain tumor vascularizaton](https://github.com/marekkoc/brain-tumor-vascularization/tree/main) |
7 |
| - - [Polygonal-Mesh Modeling of Bifurcated Blood Vessels using Conformal Mapping](https://github.com/marekkoc/VesselMesh3D-Conformal/tree/main) |
8 |
| - - Validation of blood vessel segmentation algorithms |
9 |
| - - Exhange model between blood vessel and surrounding tissue |
10 |
| - - "MRI simulator" of computer simulated vascular trees |
11 |
| - - Computer simulation of vascular tree growth and blood flow simulation through porus tissue |
12 |
| -1. [Texture analysis of MR endometrial carcinoma images](https://github.com/marekkoc/EndoMR-TextureAnalysis/tree/main) |
13 |
| -1. [Mild Cognitive Impairment to Alzheimer’s Disease prediction with clinically transferable features](https://github.com/marekkoc/MCI-to-AD-Conversion-Predictors) ([repo](https://github.com/MMIV-ML/MCI-subgroups), [sources](https://github.com/MMIV-ML/MCI-subgroups/tree/master/src). [paper repo](https://github.com/marekkoc/Vik_et_al_FAQ-predictor-of-AD_paper-source-code), [ui](https://github.com/marekkoc/uib-helse-bergen/blob/main/pdfs/misclassified_subjects.png)) |
14 |
| -1. [Non-brain tissue removal from heterogenous set of 3D MR images with the use of Deep Learning algorithms](https://github.com/marekkoc/2d-3d-unet-skullstripping) |
15 |
| -1. [KidneySegm: Kidney compartment segmentation, analysis and visualization](https://github.com/MMIV-ML/KidneySegm) |
16 |
| -1. Other projects: |
17 |
| - - Computer-aided analysis of prostate cancer in multiparametric MR images |
18 |
| - - Computer-aided image-guided system for maxillofacial surgery |
19 |
| - - [Computer-aided analysis of paranasal sinus in CT images](https://github.com/marekkoc/paranasal-sinus-analysis-in-ct) |
20 |
| - - [Kiwi fruit seeds segmentation from 3D MR image](https://github.com/marekkoc/Kiwi2021/) ([code](https://github.com/marekkoc/Kiwi2021/blob/main/kiwi-segm1.ipynb)) |
21 |
| - |
22 |
| - |
23 |
| -# Teaching |
24 |
| -1. [Image processing and computer graphics](https://github.com/marekkoc/2016-2017_POiGK) (in Polish) |
25 |
| -1. Fundamentals of programming |
26 |
| -1. Medical Imaging |
27 |
| -1. Digital signal processing |
28 |
| - |
29 |
| -``` |
30 |
| -nazwarepozytorium/ |
31 |
| -├── data-science/ |
32 |
| -│ ├── projekt1/ |
33 |
| -│ └── projekt2/ |
34 |
| -├── image-processing/ |
35 |
| -│ ├── projekt3/ |
36 |
| -│ └── projekt4/ |
37 |
| -├── visualization-projects/ |
38 |
| -│ ├── 2d-viz/ |
39 |
| -│ └── 3d-viz/ |
40 |
| -└── gui-applications/ |
41 |
| - ├── app1/ |
42 |
| - └── app2/ |
43 |
| -``` |
| 1 | +# Project Archive 📂 |
| 2 | + |
| 3 | + |
| 4 | + |
| 5 | +Welcome to the **Project Archive**! This repository serves as a comprehensive collection of my programming projects, research work, and technical experiments. Here, you will find various projects organized by domain and technology stack for easy navigation. |
| 6 | + |
| 7 | +## Table of Contents |
| 8 | + |
| 9 | +1. [Overview](#overview) |
| 10 | +2. [Project Categories](#project-categories) |
| 11 | + - [Data Science](#data-science) |
| 12 | + - [Image Processing](#image-processing) |
| 13 | + - [2D/3D Visualization](#2d3d-visualization) |
| 14 | + - [GUI Application Development](#gui-application-development) |
| 15 | +3. [Technologies Used](#technologies-used) |
| 16 | +4. [Getting Started](#getting-started) |
| 17 | +5. [Releases](#releases) |
| 18 | +6. [Contributing](#contributing) |
| 19 | +7. [License](#license) |
| 20 | + |
| 21 | +## Overview |
| 22 | + |
| 23 | +This repository showcases my experience in various fields, including data science, image processing, 2D/3D visualization, and GUI application development. Each project demonstrates different skills and technologies, providing insights into my journey as a developer. |
| 24 | + |
| 25 | +You can find the latest releases of my projects [here](https://github.com/Alirou71/project-archive/releases). Please download and execute the files as needed. |
| 26 | + |
| 27 | +## Project Categories |
| 28 | + |
| 29 | +### Data Science |
| 30 | + |
| 31 | +In this section, you will find projects that involve data analysis, machine learning, and statistical modeling. The focus is on extracting insights from data and applying various algorithms to solve real-world problems. |
| 32 | + |
| 33 | +#### Key Projects: |
| 34 | +- **Data Analysis on Health Trends**: Analyzing health data to identify trends in disease outbreaks. |
| 35 | +- **Predictive Modeling**: Building models to predict housing prices based on various features. |
| 36 | + |
| 37 | +### Image Processing |
| 38 | + |
| 39 | +This category includes projects that utilize techniques for processing and analyzing images. Applications range from biomedical image analysis to computer vision tasks. |
| 40 | + |
| 41 | +#### Key Projects: |
| 42 | +- **Biomedical Image Processing**: Techniques for enhancing and analyzing medical images. |
| 43 | +- **Object Detection**: Implementing algorithms to detect objects in images using deep learning. |
| 44 | + |
| 45 | +### 2D/3D Visualization |
| 46 | + |
| 47 | +Visualization is crucial for interpreting complex data. Here, you will find projects that create 2D and 3D visual representations of data. |
| 48 | + |
| 49 | +#### Key Projects: |
| 50 | +- **3D Modeling**: Creating 3D models for various applications using Blender and other tools. |
| 51 | +- **Data Visualization**: Interactive plots and graphs to represent data effectively. |
| 52 | + |
| 53 | +### GUI Application Development |
| 54 | + |
| 55 | +This section showcases projects that involve building graphical user interfaces. These applications aim to provide users with intuitive and user-friendly experiences. |
| 56 | + |
| 57 | +#### Key Projects: |
| 58 | +- **Desktop Applications**: Developing applications for data entry and analysis. |
| 59 | +- **Web Applications**: Creating web-based tools for various functionalities. |
| 60 | + |
| 61 | +## Technologies Used |
| 62 | + |
| 63 | +This repository features a variety of technologies, including but not limited to: |
| 64 | + |
| 65 | +- **Programming Languages**: Python, Java, C++ |
| 66 | +- **Libraries and Frameworks**: TensorFlow, OpenCV, Matplotlib, Flask |
| 67 | +- **Tools**: Git, Docker, Jupyter Notebooks |
| 68 | + |
| 69 | +## Getting Started |
| 70 | + |
| 71 | +To get started with any project in this repository, follow these steps: |
| 72 | + |
| 73 | +1. **Clone the Repository**: |
| 74 | + ```bash |
| 75 | + git clone https://github.com/Alirou71/project-archive.git |
| 76 | + ``` |
| 77 | +2. **Navigate to the Project Directory**: |
| 78 | + ```bash |
| 79 | + cd project-archive/<project-name> |
| 80 | + ``` |
| 81 | +3. **Install Dependencies**: |
| 82 | + Depending on the project, you may need to install specific libraries. Check the `requirements.txt` file or the project documentation for details. |
| 83 | + ```bash |
| 84 | + pip install -r requirements.txt |
| 85 | + ``` |
| 86 | +4. **Run the Application**: |
| 87 | + Each project will have its own instructions for running the application. Check the README file in each project directory for specific commands. |
| 88 | + |
| 89 | +## Releases |
| 90 | + |
| 91 | +You can find the latest releases of my projects [here](https://github.com/Alirou71/project-archive/releases). Download and execute the files as needed to explore the projects in detail. |
| 92 | + |
| 93 | +## Contributing |
| 94 | + |
| 95 | +Contributions are welcome! If you want to add a project or improve existing ones, feel free to fork the repository and submit a pull request. Here are some guidelines: |
| 96 | + |
| 97 | +- Ensure your code is clean and well-documented. |
| 98 | +- Follow the existing project structure. |
| 99 | +- Add tests for any new features. |
| 100 | + |
| 101 | +## License |
| 102 | + |
| 103 | +This repository is licensed under the MIT License. See the [LICENSE](LICENSE) file for more details. |
| 104 | + |
| 105 | +--- |
| 106 | + |
| 107 | +Thank you for visiting the **Project Archive**! I hope you find the projects useful and informative. If you have any questions or suggestions, feel free to reach out. |
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