Shypd.aiThe largest open index of AI toolsChange-Detection-Review is an Open Source research tool that provides a comprehensive review of AI-based change detection methods. It includes codes and open datasets for deep learning applications in remote sensing.
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Change-Detection-Review is an open-source resource offering a detailed review of artificial intelligence-based change detection methods, particularly within the domain of remote sensing. This GitHub repository compiles available codes and open datasets essential for deep learning applications in this field. It is based on the paper "Change detection based on artificial intelligence: state-of-the-art and challenges," providing insights into the implementation processes, data types (optical RS, SAR, street view, heterogeneous data), and general frameworks of AI-based change detection. The review also covers commonly used networks, application domains, and discusses major challenges and future prospects, making it a valuable resource for researchers.
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