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Ahmad Mohammad Abdel-Hafeez's Projects

alzheimer-s-assistant icon alzheimer-s-assistant

Helping people with Alzheimer to make their daily live more easier by assisting them in remembering relative people and family members by talking AI

assembly-scientific-calculator icon assembly-scientific-calculator

Assembly Sample Calculator is a console application which written by assembly programming language in irvine environment. solve mathematics operations and solutions of equations.

face-blurring icon face-blurring

Privacy Protection is a real-world application by detection the faces in the input images and blurred these faces.

face-restoration icon face-restoration

GFP-GAN is a new face restoration method, which works well for even low-quality inputs.

hr-management-system icon hr-management-system

A simple program which is aiming to afford system of employees and departments to the employer.

natural-scene-recognition icon natural-scene-recognition

Build deep learning models that can recognize the category of the natural images (buildings, forest, glacier, mountain, sea and street). This dataset contains natural images of size 150x150 for 6 categories (buildings, forest, glacier, mountain, sea, and street). The training set contains 6 folders, around 2300 for each category. The testing set contains 3050 images. The goal is to build a model that can recognize the category of each image in the testing set with high accuracy.

object-detection-and-counting icon object-detection-and-counting

Detect the peoples in the image wearing mask or not or wearing it in correctly by applying Deep Learning models and computer vision techniques.

personal-diary-app icon personal-diary-app

Personal Diary Application is a desktop application created by C# GUI & ORACLE DB & Crystal Report

predict-movie-imdb-rate icon predict-movie-imdb-rate

What can we say about the success of a movie before it is released? Are there certain countries that have found a consistent formula? Given that major films costing over $100 million to produce can still flop, this question is more important than ever to the industry. Can we predict which films will be highly rated?

reading-and-interpreting-statistical-charts icon reading-and-interpreting-statistical-charts

Statistical charts are used to represent statistical data in visual form. One of the most used statistical charts is the Bar chart which presents categorical data with rectangular bars of heights proportional to the values that they represent. Pie charts are also used Sometimes to illustrate numerical proportions. In pie charts each proportion is represented by a slice from the circular shape. Interpreting such charts visually may not produce an accurate results. And if there are a multiple number of charts then it will be exhaustive to interpret them one by one. In this application, you will interpret statistical charts and extract information from them programmatically. Given an image that contains a statistical chart and the color of each category (i.e. legend), your program should extract statistical information in a textual from.

rsa-application icon rsa-application

RSA public-key cryptosystem created by using C# & operations with very large numbers (add, sub, mul, div, mod of power)..

topic-modeling icon topic-modeling

Extracting the topics that are included within the dataset along with mapping each article to the corresponding topic names. Each document should be matched to the top three most relevant topic names including the matching probability score. In this project, I will apply unsupervised learning technique(s) to extract the topics that are included within the dataset along with mapping each article to the corresponding topic names. These topics can then be used to search or understand as a brief about what the article/document is present.

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