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orshraga/README.md

Hi, I'm Or Shraga! 👋

About Me

I'm a M.Sc srudent in Electrical Engineer at BGU with a major in Computer Engineering and Communication. I’m passionate about learning new technologies, and I’m known for working quickly, independently, and with great attention to detail.

I'm experienced in various programming languages and hardware design, especially in ML, CV, FPGA and embedded systems.
Check out my LinkedIn profile for more!

📌 Highlighted Project

🧠 DIV2K_SR_chalge – Super-Resolution with ESPCN, CNN NETWORK

  • USING CNN & RESIDUAL CONNECTION 🚀 Final project for "Deep Learning in Signal & Image Processing" course
    🔍 Compared Vanilla ESPCN, Residual ESPCN, and Ablation (No Global Skip)
    📈 Evaluated on PSNR, SSIM, FID – Residual model performed best
    🛠 Built with PyTorch Lightning, piq, DIV2K dataset, Google Colab

🚗 Real-Time Car Detection with Raspberry Pi & USB Camera

  • Tech: Python, OpenCV, Embedded Linux
  • Description:
    Developed a real-time car detection system using a Raspberry Pi and USB camera.
    The system uses computer vision to identify vehicles from a live video feed and can be integrated into smart traffic or parking systems.
  • Skills Applied: Embedded systems, image processing, hardware interfacing, and real-time debugging.

📺 FPGA Projects

  • Verilog HDL Projects
  • Final B.Sc EE Project
    Face Detection using XML-based classifiers on FPGA

👨‍💻 Coding Projects

  • Python
    • Digit Detection using Neural Networks
    • Rush Hour Game (OOP)
    • 4 In Line Game (OOP)
    • X/O Game (OOP)

🤳 Connect with Me

LinkedIn
Gmail

Popular repositories Loading

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    Final project - ESPCN Super Resolution models and ablation study

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  6. Continual-Diffusion-NL Continual-Diffusion-NL Public

    Layer-wise Update Frequency for Continual Diffusion Under Nested Learning Paradigm

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