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backend

Django-Rest Frame Work

fetal_head_detection

this project aims to detect the fetal head using image processing techniques in Python, leveraging the powerful libraries sklearn and skimage. The process involves several steps including noise reduction, edge detection, threshold filtering, skeletonization, center detection, and ellipse fitting to approximate the circumference of the fetal head.

findmytrip

COEN 6311 Project

gmm-em-model

This project demonstrates the segmentation of images using a Gaussian Mixture Model (GMM) and the Expectation-Maximization (EM) algorithm. The project applies these advanced machine learning techniques to segment both grayscale and color images, providing a comprehensive approach to image segmentation.

piano-app

Created an educational piano app combining my passion for coding and music. The app, built with PyQt6, PyQtmultimedia, and Pygame, maps keys A to J on the computer keyboard to major piano notes and keys W to I to sharp notes.

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