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Alaa Gamal's Projects

bike-sharing-patterns icon bike-sharing-patterns

Udacity Deep Learning Nanodegree/ Project 1: In this project, I build a neural network from scratch using Pytorch and use it to predict daily bike rental patterns

computer-pointer-controller icon computer-pointer-controller

Edge AI application for controlling computer pointer using human's eye direction optimized with the Intel® OpenVino Toolkit.

data-assignments icon data-assignments

All the previous C++ assignments in the data structure course gathered into one repository and compile it with one step using CMake.

dog-breed-classifier icon dog-breed-classifier

Udacity Deep Learning Nanodegree/ Project 2: An example of using CNNs and Transfer Learning to classify the breed of a dog with Pytorch

face-generation icon face-generation

Udacity Deep Learning Nanodegree/ Project 4: I used generative adversarial networks (GANs) to generate new images of faces.

huffman-algorithm icon huffman-algorithm

Applying Huffman compression and decompression algorithm using data structure C++ app

image-processing-task icon image-processing-task

In this Repository, I used OpenCV image processing methods to construct the top view of a road image given a tilted image of the road.the

lane-detection icon lane-detection

OpenCV in Python for Lane line detection/tracking in Autonomous Cars

people-counter icon people-counter

In this project, I utilized the Intel® Distribution of the OpenVINO™ Toolkit to build a People Counter app for Intel AI Edge IOT Developer Nanodegree program

sentiment-analysis-deployment icon sentiment-analysis-deployment

Udacity Deep Learning Nanodegree/ Project 5: I constructed a recurrent neural network (RNN) for the purpose of determining the sentiment of a movie review using the IMDB data set using Amazon's SageMaker service with Pytorch.

shazam-app icon shazam-app

a python application like shazam which takes a song and gives you the most 10 similar songs in the database.

tv-script-generation icon tv-script-generation

Udacity Deep Learning Nanodegree/ Project 3: Applying Recurrent Neural Network (RNN) to generate TV scripts with Pytorch.

web-based-his icon web-based-his

Web-based hospital information system using NodeJs & MongoDB

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