Omar Mohamed Abdel-latif Alfarghaly's repositories
GPT2-Chest-X-Ray-Report-Generation
This is the implementation of the CDGPT2 model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'
CDD-CESM-Dataset
This is a helper repository for the CDD-CESM Mammogram Dataset containing all the tools for pre-processing and segmentation models.
X-Ray-Report-Generation
This is the implementation of the 'VSGRU' model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'.
Transformer-Arabic-To-English
Arabic To English translation using transformer neural nets.
Breast-Cancer-Birads-Classification
This is a deep learning project to classify breast cancer (Birads from 1 to 5) from mammography and CEDM Images.
Chest-X-Ray-Tags-Classification
This is the implementation of the visual model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'.
ultimate-image-classification
A black box module to use on any image classification problem.
Home-Number-Recognition-SVHN
A deep learning project to recognize home numbers in an image.
Head-Orientation-Recognition
Head pose gives information about what someone is paying attention to, and as such is important for social interaction and for mediating learning. Estimating head pose is an active area of research in computer vision. The goal of this project is to train a neural network to classify the orientation of a centered image of a head as either left, right, or front.
IMDB-Sentiment-Analysis
Sentiment analysis on IMDB movie reviews using Rnns and Lstms in Tensorflow
Newspaper-seller-s-problem-simulation
Simulation for the newspaper seller problem.
Classification-methods
A C# application with varoius image classification techniques...
Iot-Smart-Home
A smart home implementation using 9 intel Galileo boards
OnlineJudges-solutions
Some of my solutions for online judges problems like UVA,SPOJ,Codeforces...etc
T-Compiler
A compiler for the tiny language made using C# which featues a scanner , parser and symantic analysis.
Basic-CPU-VHDL
A basic CPU design and implementation using VHDL.
bio_image_caption
Biomedical Image Captioning
Birad-Classification-Multiview
This is the implementation of the MVCM model mentioned in our paper 'Validation of artificial intelligence contrast mammography in diagnosis of breast cancer: Relationship to histopathological results'.
Hangman-game-
It is a typical game of hangman which uses c++ g4c libraries, the game features full animations and sound effects and supports 1 player against the computer or two players against each other.
Image-processing-effects
A C# appliaction for loading and applying different effects on a image and shows the histogram.
Iris-flower-Neural-Network
Implementation of the back propagation learning algorithm on the Iris flower dataset.
KNN-digit-recognition
A digit recognition c# application using K-nearest neighbour algorithm and the mindst dataset.
Object-Classification-CIFAR-100
A project utilizing deep learning methods to classify the images in the CIFAR-100 dataset.
omar-mohamed.github.io
The reminiscence of a computer science geek.
Pedestrian-Detection
This is a matlab project to detect pedestrians in a given image.
Queuing-system-simulation
This is a queing system simulation which calculates the waiting time and inter-arrival time and server time..etc
Stanford-University---Machine-learning
This is part of the assignments for Coursera's Stanford machine learining course using octave.
text-to-image
Text to image synthesis using thought vectors
Udacity-Deep-Learning--ud730
The assignments for the Udacity deep learning course