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FLAIR-INC_rgb_15cl_mitb5-unet

Image Segmentation
PyTorch
segmentation
aerial imagery
landcover
IGN
Eval Results
Model card Files Community
sgiordano commited on
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@@ -17,62 +17,62 @@ model-index:
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  metrics:
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  - name: mIoU
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  type: mIoU
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- value: 58.63
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  - name: Overall Accuracy
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  type: OA
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- value: 76.3711
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  - name: Fscore
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  type: Fscore
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- value: 72.4353
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  - name: Precision
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  type: Precision
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- value: 74.3015
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  - name: Recall
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  type: Recall
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- value: 72.4891
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  - name: IoU Buildings
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  type: IoU
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- value: 82.6313
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  - name: IoU Pervious surface
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  type: IoU
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- value: 53.2351
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  - name: IoU Impervious surface
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  type: IoU
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- value: 74.1742
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  - name: IoU Bare soil
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  type: IoU
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- value: 60.3958
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  - name: IoU Water
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  type: IoU
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- value: 87.5887
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  - name: IoU Coniferous
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  type: IoU
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- value: 46.3504
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  - name: IoU Deciduous
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  type: IoU
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- value: 67.4473
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  - name: IoU Brushwood
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  type: IoU
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  value: 30.2346
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  - name: IoU Vineyard
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  type: IoU
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- value: 82.9251
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  - name: IoU Herbaceous vegetation
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  type: IoU
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- value: 55.0283
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  - name: IoU Agricultural land
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  type: IoU
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- value: 52.0145
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  - name: IoU Plowed land
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  type: IoU
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- value: 40.8387
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  - name: IoU Swimming pool
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  type: IoU
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- value: 48.4433
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  - name: IoU Greenhouse
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  type: IoU
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- value: 39.4447
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  pipeline_tag: image-segmentation
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  ---
 
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  metrics:
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  - name: mIoU
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  type: mIoU
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+ value: 53.440
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  - name: Overall Accuracy
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  type: OA
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+ value: 75.870
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  - name: Fscore
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  type: Fscore
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+ value: 65.146
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  - name: Precision
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  type: Precision
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+ value: 65.517
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  - name: Recall
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  type: Recall
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+ value: 65.644
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  - name: IoU Buildings
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  type: IoU
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+ value: 77.933
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  - name: IoU Pervious surface
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  type: IoU
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+ value: 55.060
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  - name: IoU Impervious surface
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  type: IoU
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+ value: 71.639
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  - name: IoU Bare soil
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  type: IoU
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+ value: 63.670
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  - name: IoU Water
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  type: IoU
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+ value: 85.011
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  - name: IoU Coniferous
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  type: IoU
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+ value: 58.907
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  - name: IoU Deciduous
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  type: IoU
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+ value: 29.254
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  - name: IoU Brushwood
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  type: IoU
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  value: 30.2346
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  - name: IoU Vineyard
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  type: IoU
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+ value: 77.993
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  - name: IoU Herbaceous vegetation
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  type: IoU
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+ value: 50.343
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  - name: IoU Agricultural land
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  type: IoU
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+ value: 58.801
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  - name: IoU Plowed land
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  type: IoU
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+ value: 42.202
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  - name: IoU Swimming pool
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  type: IoU
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+ value: 0.000
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  - name: IoU Greenhouse
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  type: IoU
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+ value: 60.884
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  pipeline_tag: image-segmentation
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  ---