My name is Reem Alghamdi. I'm a coding addict. I am currently pursuing a master's degree in Computer Science, while working as a teacher assistant at KAUST. I have experience in programming, machine/deep learning and software development. I like to explore new fields! My latest discoveries were in bioinformatics, computer graphics, scientific visualization and computer vision.
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Projects

Data
Data

Arabic Alphabet Sign Language Recognition

The project aimed at making a model that combines classical computer vision techniques with deep learning methods. This was achieved by using CNN for the deep learning part and interest point descriptors with ORB, which was then turned into BoVW via K-means and trained with MLP model. The CNN model and the MLP models were then trained jointly.

Kanji Components
Kanji Components

Using Siamese Network for Similar Kanji Retrieval

The project aimed at retrieving similar kanji by training a siamese network with triplet loss. Then comparing retrieval results of the siamese model with an autoencoder results.