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Models/Retina-UNet-Ag

Retina-UNet-Ag

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

  • 3DonA Dataset of Multispectral Potato Plants Images
    Average IOU· 2021-06-14
    0.589
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • 3DonA Dataset of Multispectral Potato Plants Images
    Dice Score· 2021-06-14
    0.74
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • 2D ClassificationonA Dataset of Multispectral Potato Plants Images
    Average IOU· 2021-06-14
    0.589
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • 2D ClassificationonA Dataset of Multispectral Potato Plants Images
    Dice Score· 2021-06-14
    0.74
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • 2D Object DetectiononA Dataset of Multispectral Potato Plants Images
    Average IOU· 2021-06-14
    0.589
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • 2D Object DetectiononA Dataset of Multispectral Potato Plants Images
    Dice Score· 2021-06-14
    0.74
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • 16konA Dataset of Multispectral Potato Plants Images
    Average IOU· 2021-06-14
    0.589
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • 16konA Dataset of Multispectral Potato Plants Images
    Dice Score· 2021-06-14
    0.74
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770

Computer Vision2 results

  • Object DetectiononA Dataset of Multispectral Potato Plants Images
    Average IOU· 2021-06-14
    0.589
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770
  • Object DetectiononA Dataset of Multispectral Potato Plants Images
    Dice Score· 2021-06-14
    0.74
    SOTA
    Potato Crop Stress Identification in Aerial Images using Deep Learning-based Object DetectionarXiv:2106.07770