Explores drone imaging analysis using Meshroom software for civil engineering applications.
Covers convolutional neural networks, filter operations, and their applications in signal processing and image analysis.
Explores soil sealing impact, land use statistics, image segmentation, and random forest classification for sustainable land management.
Covers the fundamentals of multilayer neural networks and deep learning, including back-propagation and network architectures like LeNet, AlexNet, and VGG-16.
Introduces the basics of machine learning, covering supervised classification, logistic regression, and maximizing the margin.
Introduces deep learning fundamentals, covering data representations, neural networks, and convolutional neural networks.
