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akhilaprabodha/README.md

Hi 👋, I'm Akhila Prabodha

Typing SVG Typing SVG

  • 🎓Electronic & Telecommunication Engineering Undergraduate Student at University of Moratuwa, SriLanka.
  • 🚀 I'm enthusiastic about Computer Vision, Machine Learning and Robotics!

Connect with me:

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  1. EN3160-Image-Processing-and-Machine-Vision-Lab-Experiments EN3160-Image-Processing-and-Machine-Vision-Lab-Experiments Public

    Jupyter Notebook

  2. Eye-Motion-Tracking Eye-Motion-Tracking Public

    Processes video to highlight the eye's region of interest (ROI) with contours and crosshairs using grayscale, blur, and thresholding. Real-time display for easy visualization.

    Python

  3. Handwritten-Digit-Classification Handwritten-Digit-Classification Public

    Developed a handwritten digit classifier using PyTorch and TensorFlow, leveraging Denoising Autoencoder and Data-Augmentation techniques. Achieved high accuracy with a CNN on the MNIST dataset thro…

    Jupyter Notebook 1

  4. Object-Localization Object-Localization Public

    Forked from Navini11/Object-Localization

    This project demonstrates object localization using deep learning with PyTorch. The model predicts bounding boxes around objects within images, making it ideal for applications in computer vision a…

    Jupyter Notebook

  5. SLRC-vision-system SLRC-vision-system Public

    Forked from Spakle-Robot/SLRC-vision-system

    Computer Vision system for identifying 3D-objects and identifying colors using Deep Learning and OpenCV. Made for SLRC 2024.

    Jupyter Notebook

  6. Object-Detection-with-Deep-Learning Object-Detection-with-Deep-Learning Public

    This repository covers Object Detection using CNNs, including sliding window techniques, R-CNN, and SSD. It features practical labs for training and predicting with Faster R-CNN and SSD models. 🚀📚

    Jupyter Notebook 1