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deforestation-detection

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ZentaCros / convnext-edl-deforestation-amazon

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Fourier Domain Adaptation + Evidential Deep Learning for source-free cross-domain deforestation detection in the Brazilian Amazon using Landsat-8 satellite imagery. ConvNeXt encoder (9.5M params) with per-pixel uncertainty estimation. PyTorch implementation.

computer-vision deep-learning brazil pytorch landsat remote-sensing satellite-imagery uncertainty-estimation semantic-segmentation environmental-monitoring earth-observation domain-adaptation change-detection amazon-rainforest unsupervised-domain-adaptation evidential-deep-learning deforestation-detection fourier-domain-adaptation convnext-land-use-land-cover
  • Updated Jul 22, 2026
  • Python

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