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sri-bandara/README.md

Hello! 👋🏽

My name is Sri and I'm a data science undergraduate at Deakin University.

  • 🔭 I’m currently working on Machine Learning projects using python and tensorflow.
  • 🚀 I’m currently learning different deep learning, statistics and ml-ops.
  • 🤝🏽 I’m looking to collaborate on projects related to Machine Learning using python.
  • ✉️ You can reach me at: sri.bandara@outlook.com

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  1. AFL-Player-Detection-and-Tracking-using-YOLO-ByteTrack-and-GCP-Vertex-AI AFL-Player-Detection-and-Tracking-using-YOLO-ByteTrack-and-GCP-Vertex-AI Public

    End to end computer vision pipeline for detecting and tracking AFL players and referees in short broadcast video clips using a custom YOLO model and ByteTrack.

    Jupyter Notebook

  2. Drill-Core-Rod-Localisation-using-YOLOv11-and-VertexAI Drill-Core-Rod-Localisation-using-YOLOv11-and-VertexAI Public

    YOLOV11 based object detection pipeline for localising drill core rods in core tray images, trained and deployed using Google Cloud Vertex Al.

    Jupyter Notebook

  3. Implementing-a-Pricing-Model-for-Toyota-Corolla-Based-off-Listings-Scraped-from-carsales.com.au Implementing-a-Pricing-Model-for-Toyota-Corolla-Based-off-Listings-Scraped-from-carsales.com.au Public

    An end to end ML project which predicts the market value of a Toyota Corolla and flags underpriced / overpriced listings

    Jupyter Notebook

  4. Exploratory-Data-Analysis-on-the-Australian-Black-Summer-Bush-Fires-using-NASA-satellite-data Exploratory-Data-Analysis-on-the-Australian-Black-Summer-Bush-Fires-using-NASA-satellite-data Public

    Exploratory data analysis on the 2019/2020 Australian black summer bush fires using NASA satellite data.

    Jupyter Notebook