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Radwa Ahmed's Projects

component-library icon component-library

The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.

face-recognition icon face-recognition

We intend to perform face recognition. Face recognition means that for a given image you can tell the subject id. Our database has 40 subjects.

image-segmentation icon image-segmentation

We intend to perform image segmentation. Image segmentation means that we can group similar pixels together and give these grouped pixels the same label. The grouping problem is a clustering problem. We want to study the use of K-means on the Berkeley Segmentation Benchmark.

incremental-calculation-of-shortest-path-in-dynamic-graphs icon incremental-calculation-of-shortest-path-in-dynamic-graphs

Shortest path queries on a changing graph. We will provide an initial graph that you may process. Once this is done, we will begin issuing a workload consisting of a series of sequential operation batches. Each operation is either a graph modification (insertion or removal) or a query about the shortest path between two nodes in the graph.

modulation-classification icon modulation-classification

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. DeepSig Dataset: RadioML 2016.04C

qa-chatbot icon qa-chatbot

A chatbot is a NLP model that learns from data based on human-to-human dialogue. Our model will be trained and tested on a QA dataset to imitate human's ability to answer questions. The chatbot model is a generative model as it doesnโ€™t use a predefined repository for answering questions and generates answers word by word.

speech-emotion-recognition icon speech-emotion-recognition

We define speech emotion recognition (SER) systems as a collection of methodologies that process and classify speech signals to detect the embedded emotions.

tourify-app icon tourify-app

Tourify is a social app for sharing travel experiences. Users can share the moments of their trips to inspire the other users and help them decide on their next destination. The application provides a way for users to filter trips' posts according to their preferences and interact with other users' posts.

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