How is machine learning used in change detection?
Machine learning is used in change detection to identify differences in data over time, such as in satellite imagery.
Can you give me an example of a specific application?
Sure! One application is monitoring deforestation by comparing satellite images from different years.
What algorithms are commonly used for this?
Common algorithms include convolutional neural networks (CNNs) and support vector machines (SVMs) for image analysis.
Are there any challenges in using machine learning for change detection?
Yes, challenges include data quality, the need for large labeled datasets, and the complexity of interpreting results.
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