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Arwa Fawzy's Projects

browser-history-using-stack-cpp icon browser-history-using-stack-cpp

Applying to LIFO criteria β€” Last in-First outβ€” of the stack data structure memory, this code aims at having a single-tab browser in which the user starts on the homepage and can visit another URL. Additionally, he goes back to a URL he visited a certain number of steps, or goes forward in history a certain number of steps.

cat-emotional-analysis icon cat-emotional-analysis

Implementation of the research paper titled "DeepCat: A Deep Learning Approach to Understand Your Cat's Body Language".

cat-vs.-dog-classifier-using-resnet-50 icon cat-vs.-dog-classifier-using-resnet-50

Classification through machine learning is not an obstacle for researchers. To illustrate, the aim is to attain the highest accuracy, and this is the intent of transfer learning. The model implemented fine-tuning using ResNet-50. Before implementing ResNet-50, it is indispensable to consider two parts: identity block and convolution block.

chest-x-rays-pneumonia-detection-using-cnn icon chest-x-rays-pneumonia-detection-using-cnn

The model classifies the chest X-ray images into two subcategories: normal and pneumonia. This classification was a threshold for thinking of COVID-19 and non COVID-19 diagnosis through Convolution neural networks. By choosing color palettes via seaborn, it was suitable with the human eye to detect which ray has negative result. Eventually, the confusion matrix demonstrated the accuracy and the ultimate results.

face-mask-detection-using-data-augmentation- icon face-mask-detection-using-data-augmentation-

The present work involves a model for face mask detection within python syntax. CNN was implemented, and the convolution procedures has three repeated steps for 3 times (conv2D, Maxpooling, Dropout). As mentioned, the model applied data augmentation which pursued high accuracy, 99%. On top of that, the model is neither underfitting nor overfitting.

least-squares-matlab-implementation icon least-squares-matlab-implementation

In several real-life applications, the resulting system of linear equation 𝐴π‘₯ = 𝑏 has no solution. According to the least square linear matrices solution, it is possible to ignore that by finding the closest value of π‘₯ that makes 𝐴π‘₯ as close as possible to 𝑏. That is the aim of this MATLAB implementation.

object-trajectory-prediction icon object-trajectory-prediction

The color finder in OpenCV with HSV values could highlight the targeted object, the ball, among the rest of objects. Additionally, the polynomial curve of its motion in future was predicted, and this could be a turning point for creating a flying hoop.

opencv-python-functions- icon opencv-python-functions-

To start computer vision journey, it is requisite to learn OpenCV library tools. This repository involves the most vital orders using OpenCV of computer vision objectives within python syntax.

pharmacy-information-system icon pharmacy-information-system

Pharmacy management software, β€” Pharm.B (Pharmacy Builder) β€” is to store important information about medications and patients in a much simpler way to ensure that the right prescriptions are given out at the right dosage.

propositional-logic-translator icon propositional-logic-translator

A tool that can translate natural language statements into propositional logic symbols. The tool will also be equipped with logic rules validation features to check the validity of the generated propositions.

rgb-marker-detection icon rgb-marker-detection

This repo contains related use cases of ArUco Marker for Computer Vision and object tracking. ArUco marker is used for pose estimation, camera calibration, and augmented reality to track object movement.

sudoku-with-csp-paradigm icon sudoku-with-csp-paradigm

The provided Python code utilizes the Constraint Satisfaction Problem (CSP) approach to solve a Sudoku puzzle, employing backtracking and constraint propagation to iteratively fill in the grid's empty cells based on the rules of Sudoku.

tic-tac-toe-game-with-6-search-algorithms icon tic-tac-toe-game-with-6-search-algorithms

This Python code uses Tkinter to create a Tic-Tac-Toe game where players can play against a computer employing search algorithms like IDDFS, BFS, UCS, DFS, Greedy Search, and A*.

top-influencer-on-twitter-project icon top-influencer-on-twitter-project

Getting the top influencer given a comma-separated file to represent some Twitter users and the users they follow. In β€œtwitter.csv” file, each row represents a certain user’s id and the id of another user he/she follows.

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