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Dalageo/README.md

Hey there πŸ‘‹πŸ», I'm Dalageo!

A passionate enthusiast of Artificial Intelligence and Automation, who always eager to learn and tackle new challenges. Recently, I graduated with a Master’s degree and completed my thesis titled "Investigating the Performance of a Vision Transformer Model for Anomaly Detection in Laser Metal Deposition Imaging." The research explored a Transformer-based approach to optimize the Laser Metal Deposition process by detecting anomalies in captured images. It specifically applied a custom Vision Transformer-decoder architecture and introduced a novel method to achieve near-perfect accuracy.

πŸ“˜ Curious to explore my work?

Master's Thesis

Feel free to check it out on DiVA (Digitala Vetenskapliga Arkivet) and delve into the research findings!


About Me

Brain-gif
  • Currently Learning and Exploring 🌱
  • Actively Working on Projects πŸ’‘
  • Keeping Myself Updated πŸ“š
  • Always Open to Collaborating on Exciting Projects 🀝
  • Feel Free to Ask Me Any Questions πŸ’¬

Find Me On:

konstantinos dalageorgos konstantinos dalageorgos Kaggle Profile

Languages & Tools:

ABB-logo arduino ASM-logo Autocad-logo cplusplus C#-logo docker git HTML-logo Jupyter-logo matlab mysql Numpy-logo opencv pandas postman python pytorch seaborn scikit_learn Spyder-logo tensorflow Twincat-logo Vs-logo

Stats & Activity

Github Streak

Top Repositories

PaperClipInspection GANScapeGenerator IDDRoadSegmentation

Popular repositories Loading

  1. ML-GasSensorDrift ML-GasSensorDrift Public

    Drift Detection in Gas Sensor Array at Different Concentration Levels ☒️

    Jupyter Notebook 8

  2. ML-TitanicShipwreck ML-TitanicShipwreck Public

    Exploring the World's Most Renowned Shipwreck 🚒

    Jupyter Notebook 7

  3. PaperClipInspection PaperClipInspection Public

    Analyzing Paper Clips Using Deep Learning and Computer Vision Techniques πŸ“Ž

    Jupyter Notebook 6

  4. IDDRoadSegmentation IDDRoadSegmentation Public

    Distinguishing Urban Roads from Non-Road Regions in the Indian Driving Dataset(IDD) Using Binary Deep Learning Segmentation πŸ›£οΈ

    Jupyter Notebook 5

  5. TwinCAT-VirtualElevator TwinCAT-VirtualElevator Public

    Simulating a Three-Floor Elevator System Using TwinCAT PLC Programming πŸ›—

    4

  6. TwinCAT-VirtualAGV TwinCAT-VirtualAGV Public

    Simulating an Automatic Guided Vehicle (AGV) with Handshake Communication Protocol Using TwinCAT PLC Programming πŸš—

    4