Rawan Mohamed 's repositories
Image-text-fusion-model-for-flavour-classification-based-on-stable-diffusion-generated-images
Gathering and labeling data for an image-text fusion model for flavor classification of food based on recipes. Generating images using stable diffusion models, and using deep classification models like BERT, BiLSTM, and InceptionResnet.
airfoil-self-noise-prediction
Using regression techniques to predict the sound pressure level of airfoil blades.
defected-software-classification
Classification of defected software on the JM1 dataset using different machine learning algorithms (Decision Trees, KNN, Logistic Regression)
SOM-Classification
Using the Minisom library, an implementation of the Self-Organizing Maps, to classify defected software.
finding_donors
A project for the Machine Learning Nanodegree from Udacity.
foodEx-backend
The backend side of a MERN stack project for a food delivery website.
Food-101-Classification
A Deep learning project for food classification on the popular Food-101 dataset using pre-trained CNNs like the Inception network, ResNets, and Inception-ResNets.
NY-Crime-Analysis
A Data Science project analyzing crime data in New York State from 1990 to 2020, performing exploratory data analysis and gaining insights about the relevance of some crimes and their relations to certain events and each other.
foodEx-frontend
The frontend side of a MERN stack project for a food delivery website.