UTSA Student Works
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Browsing UTSA Student Works by Author "Ait Ali Braham, Nassim"
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Item SSL4EO-L: Datasets and Foundation Models for Landsat Imagery(UTSA Graduate School, 2024-04-02) Stewart, Adam J.; Lehmann, Nils; Corley, Isaac A.; Wang, Yi; Ait Ali Braham, Nassim; Sehgal, Shradha; Robinson, Caleb; Banerjee, ArindamLandsat: Science, Petabytes, and SSL: [Figure] • Landsat's scientific significance and extended coverage • Petabytes of accessible Landsat imagery • Challenge: diverse sensors, varied wavelengths, and the lack of pre-trained models • Problem: scarcity of large labeled datasets • Solution: self-supervised learning (SSL)