Gehad Essam (GehadAboHarga)

GehadAboHarga

Geek Repo

Location:United Arab Emirates

Home Page:https://www.linkedin.com/in/gehadaboharga

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Gehad Essam's repositories

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opendr

A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning

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Self-Driving-Car-Nanodegree---Udacity

Self Driving Car Nanodegree Offered By Udacity

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recommender_systems

uses lightfm to implement recommender systems for movies

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omnizart

Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.

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HairCLIP

HairCLIP: Design Your Hair by Text and Reference Image

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GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

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WantWords

An open-source online reverse dictionary.

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Mask2Former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

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speech_recognition_tensorflow

In this demo code we build an LSTM recurrent neural network using the TFLearn high level Tensorflow-based library to train on a labeled dataset of spoken digits. Then we test it on spoken digits.

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generate_music_TensorFlow

Use TensorFlow to generate short sequences of music with a [Restricted Boltzmann Machine](http://deeplearning4j.org/restrictedboltzmannmachine.html).

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LSTM_neuralnet

This is an LSTM (long short term memory) network built using just numpy. LSTM's are an improvement to recurrent networks, able to remember long range dependencies.

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generative_models_and_dtm

this is a project for testing various text mining and machine learning technologies. it uses generative models and document word matrix

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gaussian_mm

This is a model on Gaussian Mixture Models, they are probability distributions that consist of multiple Gaussian distributions.

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deepdream_tensorflow

uses google tensorflow trained neural net inception to apply deep dream to a sample image

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faceswap

Deepfakes Software For All

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twitter_sentiment_challenge

Twitter Sentiment Analysis Challenge for Learn Python for Data Science #2 by @Sirajology on Youtube

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datastruct_algorithm_practice

practice big o notation and popular algorithms

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tensorflow_linear_classifier

linear classifier using tensor flow

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Hierarchical-Clustering-and-DBscan

conduct hierarchical clustering and DBscan on the Iris dataset which contains 4 dimensions/attributes and 150 samples

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conv_nn_mnist

using CNN on mnist dataset

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ConvNN_using_cifar10

using cnn and mlp to classify cidfar10

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IMDB_movies_in_keras

IMDB in movies

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student_admission_neuralnet

predict student admission

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clustering_customer_segments

escribe the variation in the different types of customers that a wholesale distributor interacts with. Doing so would equip the distributor with insight into how to best structure their delivery service to meet the needs of each customer

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ICA_and_random_projecttion

Independent component analysis use case

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Face_recognition_PCA

using principal component analysis to build a model for face recognition

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