Understanding the importance of data is crucial for realizing the full potential of AI in
architectural design. Satellite images are extremely numerous, continuous, high resolution …

Deep learning (DL) algorithms have shown great potential in classifying satellite imagery but
require large amounts of labeled data to make accurate predictions. However, generating …

Satellite-based remote sensing images are essential for Earth surface analysis, serving
diverse purposes in both civilian and military domains. Satellite images are used for analysis …

Imaging is one of the main tools of modern astronomy—many images are collected each
day, and they must be processed. Processing such a large amount of images can be …

The field of technology is currently developing rapidly, one of the developments is artificial
intelligence. Artificial intelligence can still find it difficult to solve problems that are easy for …

Spatial Super-Resolution (SR) of images is applied in a multitude of domains. These include
enhancing the resolution of old images, microscopic images, telescopic images for remote …

Neural network-based generation has become a promising area of research with diverse
applications in recent years, such as generating synthetic data, medical images, celebrity …

Data augmentation is a well known technique that is frequently used in machine learning
tasks to increase the number of training instances and hence decrease model over-fitting. In …