Khaled Ezzat's repositories
nnDPI
High performance deep packet inspection AI model using neural networks with an embedding layer, 1D Convolution layers and bidirectional gated recurrent unit.
Introduction-to-Image-Processing-and-Computer-Vision
Image Processing and Introduction to Computer Vision based on "Computer Vision Algorithms and Applications" -Richard Szeliski
Generating-Online-Offline-Transcription
Generating Online/Offline Transcription based on Audio-Files
Audio-Processing-Pauses-Splitter
Audio Splitter based on the Pauses in Audio or Non-Speaking person in speech
Audio-Processing-Echo-Generator
Echo Generator - Generating Echo-Based Dataset from Audio file for Training Neural Networks
Audio-Processing-Stereo-to-Mono-Converter
Stereo to Mono Audio files Converter
Motion-Estimation-algorithms
Motion Estimation algorithms
Image-Processing-Discrete-Cosine-Transform-and-Quantization
Image Processing - Discrete Cosine Transform and Quantization algorithm
Image-Processing-Color-Space-Conversion
Color Space Conversion | Encoding and Decoding images (RGB:YUV)
Human-Pose-Detection
Deep Neural Network | Transfer Learning Based on MPII Dataset
Characters-and-Words-Prediction
Using LSTM - Recurrent Neural Networks
San-Francisco-Crime-Classification
Kaggle Competition - Predict the category of crimes that occurred in the city by the bay
Recommendations-based-on-Recommender-System
Building a Recommendations function for a Book Recommender Systems
Complete-Model-for-Twitter-Sentiment-Analysis
Complete Model for a tweets Sentiment Analysis from A to Z
Decision-tree-based-Premier-league-prediction
Designing a Decision tree-based prediction algorithm to decide winning team in Premier league season
Perceptron-based-Image-classification
Designing a Perceptron-based classification algorithm that can recognize scanned images of the 10 digits (0 to 9)
Statistical-Projects
3 Statistical Mini-Projects
K-means-clustering-based-Clustering-data-points
K-means clustering-based algorithm Clustering data points
Cosine-similarity-function-from-scratch
Building a Preprocessing, TF-IDF, CosineSimilarity functions from scratch
Sentiment-analysis-with-Naive-Bayes-and-Logistic-Regression
Sentiment analysis (Naïve Bayes and Logistic Regression) with different vectorizers + ngrams
Converting-a-text-to-a-word-embedding-representation
Building a function to convert a text to a word embedding representation with "GoogleNews" word2vec