Abdalla Ellaithy's repositories
Malware-Classification-API
A machine learning pipeline and API for classifying malware samples based on their features.
Healthy-Food-Advisor
Healthy Food Advisor is an AI-powered app that identifies foods from images and provides personalized dietary advice. It uses a pre-trained object detection model and a fine-tuned medical language model to assess food suitability for individuals with conditions like diabetes and heart disease, helping users make healthier choices.
Auto-Correction-Model
A suite of tools for developing an auto-correction model using Shakespeare's text. Includes functions for text processing, word frequency calculation, probability generation, and suggesting corrections for misspelled words using various text manipulation techniques and minimum edit distance calculations.
Iris-Flower-Classification-RandomForest
This repository contains code for building a machine learning model to classify Iris species using the Random Forest algorithm. The dataset used is the famous Iris dataset from the UCI Machine Learning Repository.
Hospital-Management-System
Efficient Hospital Management System for seamless patient records, appointments, staff management, billing, and more. Enhance patient care and streamline operations.
Facial-Expression-Recognition-with-TensorFlow-and-OpenCV
Discover real-time facial expression recognition using TensorFlow & OpenCV. This project employs MobileNetV2 transfer learning & Haar Cascade for face detection. Explore data preprocessing, model training, & deployment.
Customer-Review-Classification-Arabic
Exploring customer review categorization with NLP on 10,000 Arabic reviews. Utilizing tokenization, lemmatization, and Arabic term extraction, we analyze results from an 83.87% accurate BERT-based model and an 84% accurate TF-IDF model.
Pharmacy-Management-System
Java-based pharmacy management system for drug inventory, order processing, and sales tracking. Simplifies pharmacy operations with intuitive functionalities.
Docker-Management-Tool
This repository contains a Docker management tool developed using Python and tkinter library. The tool offers a user-friendly interface for Docker operations such as Dockerfile creation, Docker image building, container creation, listing Docker images, listing running containers, and stopping containers.
Pygame-Snake-Astar-Pathfinding
Experience the classic Snake game with enhanced pathfinding using the A* algorithm. This Python repository, built with Pygame, allows players to guide the snake through obstacles by setting dynamic targets on the game board. Discover how pathfinding algorithms can elevate game development projects.
Facial-Age-Recognition
This project aims to develop a facial age recognition system using deep learning techniques. The system takes facial images as input and predicts the age range of the person in the image. It can be used for various applications such as age-based demographic analysis, targeted advertising, and personalized content recommendation.
image-filter
Udagram: Your Own Instagram on AWS
cloud-developer
content for Udacity's cloud developer nanodegree