Showing 2 open source projects for "diffusion"

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    DDPM-CD

    DDPM-CD

    Remote sensing change detection using denoising diffusion models

    This is the Pytorch implementation of Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models. The generated images contain objects that we commonly see in real remote sensing images, such as buildings, trees, roads, vegetation, water surfaces, etc., demonstrating the powerful ability of the diffusion models to extract key semantics that can be further used in remote sensing change detection. We fine-tune a light-weight change detection head which takes multi-level feature representations from the pre-trained diffusion model as inputs and outputs change prediction map.
    Downloads: 0 This Week
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    french project Projet d'un site participatif pour l'association 1901 .DLL (Défense du Logiciel Libre, ou aussi Diffusion du Logiciel Libre), militant pour la reconnaissance et l'utilisation des Logiciels Libres ;-)
    Downloads: 0 This Week
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