Shypd.aiThe largest open index of AI toolsChangeMamba is an open-source Research & Education tool that performs remote sensing change detection. It utilizes a spatio-temporal state space model for tasks like binary change detection and building damage assessment.
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ChangeMamba is an open-source tool designed for remote sensing change detection, leveraging a spatio-temporal state space model. It provides robust capabilities for various change detection tasks, including binary change detection (MambaBCD), semantic change detection (MambaSCD), and building damage assessment (MambaBDA). The tool is particularly useful for researchers and scientists working with Earth observation data, facilitating the analysis of changes in land cover and environmental conditions. It offers pre-trained weights for different model sizes (Tiny, Small, Base) and supports training and inference on several benchmark datasets like SYSU, LEVIR-CD+, WHU-CD, SECOND, and xBD. The project is actively maintained with regular updates and has been recognized in IEEE TGRS.
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