University lecturer specializing in computer science Bachelor's degree in Computer Science MSc in Computer Science
MSc in Computer Science Bachelor's degree in Computer Science
University lecturer specializing in computer science I teach undergraduate students
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computer science
General competence Master of Computer Science Specialization Networks in Computer Science
I teach undergraduate students
I teach undergraduate students
In this article, Convolution Neural Network (CNN) is used to detect damage and no damage images form satellite imagery using different classifiers. These classifiers are well-known models that are used with CNN to detect and classify images using a specific dataset. The dataset used belongs to the Huston hurricane that caused several damages in the nearby areas. In addition, a transfer learning property is used to store the knowledge (weights) and reuse it in the next task. Moreover, each applied classifier is used to detect the images from the dataset after it is split into training, testing and validation. Keras library is used to apply the CNN algorithm with each selected classifier to detect the images. Furthermore, the performa
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