Assem Ihab's repositories
Auto_ML_Project
AutoML Project is designed to streamline the process of building and deploying machine learning models for small-scale businesses and data scientists.
DeepLearningProjects
In this collection, I've gathered all my deep learning projects that have done really well in terms of accuracy, PSNR, BLEU, and Rouge scores. It's like a showcase of my best work in machine learning and AI.
ImageDenoise
Enhancing image clarity via autoencoder-driven noise reduction.
JmailBot
The JmailBot is your smart assistant for managing professional correspondence. It can write cover letters, change meeting times, draft new emails, modify existing ones, and retrieve company information using retrieval-augmented generation (RAG). Simplify your email tasks with this efficient and intuitive tool.
Streamlit_Objectdetection
This is a simple image detector using YOLOV8 and fine-tuned YOLOV5 on objects365 dataset.
CPU-Scheduling-Simulators
This project implements CPU scheduling simulators in Java to analyze process execution and waiting times using various algorithms.
Dominoes-puzzle-solver
The Dominoes Puzzle Solver is an application that addresses the challenge of efficiently placing dominoes on a user-defined rectangular board using the Prolog programming language. The objective of the project is to find both optimal and non-optimal solutions for maximizing the number of dominoes placed on the board.
NARSS-Shoreline-Detection-Web-Application
in this project we will detect the shoreline in the user specified area through web application
Arabic-Signature-Verification-Siamese-netowrk
Capturing Forged Handwritten Signatures Using a Siamese Network
assemihab
My personal repository.
ImgCaptioning
Efficient image understanding with GRU-powered captioning: Seamlessly generating descriptive captions for images using Gated Recurrent Units (GRU) for streamlined comprehension and context-rich output.
NVFlare
NVIDIA Federated Learning Application Runtime Environment
Producing-Consuming-PrimeNumbers
Utilizing Java threads and a custom semaphore class, this project focuses on prime number generation with a real-time GUI and background logging.
SIC-Capstone
Project simulates health monitoring data visualization by utilizing a real-time data pipeline built with Kafka and Spark. The pipeline streams health data, processes it using Spark, and feeds it into Power BI for dynamic visualization, enabling real-time monitoring and insights.
spellingCorrection
This project fine-tunes BART for sentence spelling correction using the WikiSplit dataset. It simulates errors and evaluates performance with ROUGE, BLEU, and word accuracy metrics.
studentAffairsWebapplication
This project is a web application designed for managing student affairs, featuring 15 interactive web pages. Developed using the Django framework, it incorporates HTML, CSS, and JavaScript to deliver a responsive and user-friendly experience.