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danielbob32/README.md

Daniel Bobritski's GitHub Portfolio

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Welcome to my GitHub profile. I'm Daniel Bobritski, a computer science student at the University of Haifa. This profile showcases my projects and contributions in fields like computer vision, deep learning, and application development. Feel free to explore and engage with my work.

Projects

πŸš— Parking Management System

A comprehensive solution for managing parking spaces using computer vision. This project leverages OpenCV and YOLO for real-time video processing.

πŸ–ΌοΈ Splatter Image Improvement with Depth

An advanced project focused on enhancing splatter images by incorporating depth information. Utilizing techniques in computer vision and image processing, this project aims to improve image quality and detail by leveraging depth cues.

πŸ”— Image Matching for 3D Reconstruction

A project exploring image matching techniques for 3D reconstruction using epipolar geometry and epipolar lines. This work involves matching features across images to reconstruct 3D scenes, applying concepts from stereo vision and advanced computer vision algorithms.

πŸ” Hough Transform

An in-depth exploration and application of the Hough Transform for detecting geometric shapes in images, particularly triangles. This project demonstrates the implementation of edge detection and line detection techniques.

πŸ“Έ Facial Verification App (Under Construction)

A Python-based application utilizing Siamese neural networks for facial verification. This project includes the implementation and training of the network from scratch and is currently under development.

🎬 Movie Theater Management System (Team Project)

A JavaFX application for managing movie theaters. Features include client-server communication using OCSF, MySQL ORM, and Event Bus for event-driven programming. This is a collaborative project with my team and is currently in progress.

🌐 Parking Space Web (PSWeb)

A formal web application built using HTML and CSS to manage parking spaces. This project complements the Parking Management System by providing a user-friendly web interface for interaction and is deployed using GitHub Pages.

Key Skills

Python Python: Strong proficiency in Python for various applications.

Deep Learning Deep Learning: Focus on CNN's and DNN's.

Computer Vision Computer Vision: Experience with edge detection, Hough Transform, Translations, Matching, Stereo...

Web Development Web Development: Proficient in HTML, CSS, and building web solutions.

Application Development Application Development: Creating practical solutions for real-world problems.

Research Interests

Computer Vision Computer Vision

Robotics Robotics

Human-Robot Interaction Human-Robot Interaction (HRI)

Deep Learning Deep Learning

Connect with Me

Email Send me a mail

LinkedIn LinkedIn

Discord danielxp13#9709

Feel free to explore my repositories and projects. Contributions, suggestions, and collaborations are always welcome!

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  1. ParkingSpace ParkingSpace Public

    YOLOv11 based parking detection system using a RTSP camera.

    Python 10

  2. TheaterManager TheaterManager Public

    Java 1

  3. dinakog/CV_Project-Splatter_Image dinakog/CV_Project-Splatter_Image Public

    Python 1

  4. ComputerVisonImageMatching ComputerVisonImageMatching Public

    3D reconstruction from stereo images using epipolar geometry.

    Python 1