Pinned Repositories
8-game-solver
Solver for 8 game puzzle using BFS , DFS , A* search agents
Circus-of-plates
OOP and Design Patterns to implement circus of plates game
CNN-For-Image-Classification
In this problem set we use PyTorch to train convolutional neural network (CNN) based image classifier. we used CIFAR-10 dataset. we tried different values for the CNN hyper-parameters and studied the effect of each of them on the model performance.
DBMS-and-JDBC
using java to implement simple DBMS & JDBC that Controls the management and retrieval of data from data files using SQL commands.
English-Dictionary-Red-black-trees-
Searching through English Dictionary using Implementation of Red black tress
Face-Recognition
Using PCA & LDA for Face Recognition
Hotel-Reservation-System
Hotel reservation website connected to a database using xampp.
Huffman-tree-Compress-and-decompress
Using huffman tree algorithm to compress and decompress a text file
Image-Cartoonfier
In this project we make the real world images look like they are genuinely from a cartoon. The basic idea is to fill the flat parts with some colour and then draw thick lines on the strong edges.
NLP
Semeval 2019 task 6 (offenseval). Using Machine learning classifiers to identify offensive tweets
EsraaElhawash's Repositories
EsraaElhawash/NLP
Semeval 2019 task 6 (offenseval). Using Machine learning classifiers to identify offensive tweets
EsraaElhawash/8-game-solver
Solver for 8 game puzzle using BFS , DFS , A* search agents
EsraaElhawash/Circus-of-plates
OOP and Design Patterns to implement circus of plates game
EsraaElhawash/CNN-For-Image-Classification
In this problem set we use PyTorch to train convolutional neural network (CNN) based image classifier. we used CIFAR-10 dataset. we tried different values for the CNN hyper-parameters and studied the effect of each of them on the model performance.
EsraaElhawash/DBMS-and-JDBC
using java to implement simple DBMS & JDBC that Controls the management and retrieval of data from data files using SQL commands.
EsraaElhawash/English-Dictionary-Red-black-trees-
Searching through English Dictionary using Implementation of Red black tress
EsraaElhawash/Face-Recognition
Using PCA & LDA for Face Recognition
EsraaElhawash/Hotel-Reservation-System
Hotel reservation website connected to a database using xampp.
EsraaElhawash/Huffman-tree-Compress-and-decompress
Using huffman tree algorithm to compress and decompress a text file
EsraaElhawash/Image-Cartoonfier
In this project we make the real world images look like they are genuinely from a cartoon. The basic idea is to fill the flat parts with some colour and then draw thick lines on the strong edges.
EsraaElhawash/Image-Mosaics-
An implementation of an image stitcher that uses image warping and homographies to automatically create an image mosaic. We focus on the case where we have two input images that should form the mosaic, where we warp one image into the plane of the second image and display the combined views. For simplicity, we specified corresponding pairs of points manually using mouse clicks.
EsraaElhawash/Image-Segmentationn
Using K-means and Normalized Cut for image segmentation. Results are shown in an included report.
EsraaElhawash/Modulation-Classification
Classifying signals into their proper modulation type using a synthetic dataset, generated with GNU Radio, consisting of 11 modulations. This is a variable-SNR dataset with moderate LO drift, light fading, and numerous different labeled SNR increments for use in measuring performance across different signal and noise power scenarios. classification was done using a fully connected neural network and a Convolutional neural network
EsraaElhawash/MRNet-Classification
The MRNet dataset consists of 1,370 knee MRI exams performed at Stanford University Medical Center. The dataset contains 1,104 (80.6%) abnormal exams, with 319 (23.3%) ACL tears and 508 (37.1%) meniscal tears; labels were obtained through manual extraction from clinical reports. this is an implementation of a CNN model to train the before mentioned data and see how accurately it predicted that the photo of the particular knee ( given 3 different views of it ) had any of the 3 labeled problems (Abnormality - ACL Tear - Meniscus Tear).
EsraaElhawash/Risk-Game
creating the classic risk game using 3 AI and 3 non AI agents to play against human or against each other
EsraaElhawash/Soft-Clustering-SCM-
Implementing Soft clustering using python
EsraaElhawash/Stereo-Vision
In this repository we implemented and tested some simple stereo algorithms. In each case we will take two images Il and Ir (a left and a right image) and compute the horizontal disparity (ie., shift) of pixels along each scanline. This is the so-called baseline stereocase, where the images are taken with a forward-facing camera, and the translation between cameras is along the horizontal axis. There are 2 main ways (Block Matching & Dynamic Programming) that we implemented and report is included where we mention how we implemented them and the results they showed.
EsraaElhawash/Vector-Base-Drawing-Paint
Vector Base Drawing Paint: provides some features like (draw, copy, delete, color, move, undo, redo) for specific shapes , more shapes can be added as a plugin.