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ALaa Farouk's Projects

amenity-reservation-system icon amenity-reservation-system

Amenity reservation system where users will log in and reserve a time to use a service such as fitness center, pool, or sauna.

arithmetic-coding-algorithm icon arithmetic-coding-algorithm

Arithmetic coding is a common algorithm used in both lossless and lossy data compression algorithms. It is an entropy encoding technique

banker-s-algorithm. icon banker-s-algorithm.

processes request and release resources and the banker will grant a request only if it leaves the system in a safe state. A request is denied if it leaves the system in an unsafe state.

convolutional-neural-network-cnn- icon convolutional-neural-network-cnn-

Handwritten Digit classification using MNIST dataset. MNIST is a dataset of 60,000 training set images of handwritten single digits between 0 and 9, each image is a 28x28 pixel square

crowd-funding-web-app icon crowd-funding-web-app

Crowdfunding is the practice of funding a project or venture by raising small amounts of money from a large number of people, typically via the Internet. Crowdfunding is a form of crowdsourcing and alternative finance. In 2015, over US$34 billion was raised worldwide by crowdfunding. (From Wikipedia​ ) The aim of the project​ : Create a web platform for starting fundraise projects in Egypt.

fuzzylogic icon fuzzylogic

The problem of optimal team formation is domestic to many areas of work organization including education, sport, and business. It is beyond manual implementation to build near optimal teams as soon as the pool of available personnel grows into several tens. The selection process itself is usually well defined for each team we construct the criteria relating to the required properties of the team members. Because these properties can be arbitrarily combined in the personnel, the objective function becomes self-conflicting. This aggravates the team formation and calls for specialized software support.

movieapp icon movieapp

Movie App using REACT JS and real API TMDB

nlp_textclassificationwithmoviereviews icon nlp_textclassificationwithmoviereviews

Practice how to perform text classification using a machine learning classification model and combinations of word embeddings or sentence embeddingsas a feature vector

nutrients-tracker-app icon nutrients-tracker-app

This is Food Image Recognition App: a smart camera app that uses deep learning to track nutrition from food images. This App is a promising tool for the real-time identification of food and for providing nutrition guidance. The app must provide with important nutrition-related information (e.g., calories) for each food component detected by YOLOV3 model.

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