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FLAIR-HUB_LC-A_RGB_swinsmall-upernet

Image Segmentation
PyTorch
semantic segmentation
landcover
Eval Results
Model card Files
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@@ -1,12 +1,13 @@
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  ---
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  license: etalab-2.0
 
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  tags:
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  - semantic segmentation
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  - pytorch
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  - landcover
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-
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  model-index:
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- - name: FLAIR-HUB_LC-A_RVB_swinsmall-upernet
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  results:
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  - task:
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  type: semantic-segmentation
@@ -14,59 +15,58 @@ model-index:
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  name: IGNF/FLAIR-HUB/
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  type: earth-observation-dataset
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  metrics:
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- - name: mIoU
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- type: mIoU
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  value: 61.868
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- - name: Overall Accuracy
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- type: OA
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  value: 76.067
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- - name: IoU building
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- type: IoU
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  value: 83.423
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- - name: IoU greenhouse
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- type: IoU
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  value: 75.669
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- - name: IoU swimming pool
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- type: IoU
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  value: 61.59
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- - name: IoU impervious surface
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- type: IoU
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  value: 75.15
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- - name: IoU pervious surface
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- type: IoU
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  value: 56.467
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- - name: IoU bare soil
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- type: IoU
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  value: 62.006
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- - name: IoU water
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- type: IoU
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  value: 88.373
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- - name: IoU snow
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- type: IoU
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  value: 51.815
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- - name: IoU herbaceous vegetation
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- type: IoU
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  value: 52.26
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- - name: IoU agricultural land
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- type: IoU
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  value: 56.434
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- - name: IoU plowed land
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- type: IoU
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  value: 34.136
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- - name: IoU vineyard
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- type: IoU
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  value: 77.787
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- - name: IoU deciduous
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- type: IoU
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  value: 69.129
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- - name: IoU coniferous
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- type: IoU
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  value: 57.445
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- - name: IoU brushwood
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- type: IoU
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  value: 28.85
 
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- pipeline_tag: image-segmentation
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  ---
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1
  ---
2
  license: etalab-2.0
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+ pipeline_tag: image-segmentation
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  tags:
5
  - semantic segmentation
6
  - pytorch
7
  - landcover
8
+ library_name: pytorch
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  model-index:
10
+ - name: FLAIR-HUB_LC-A_swinlarge-upernet
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  results:
12
  - task:
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  type: semantic-segmentation
 
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  name: IGNF/FLAIR-HUB/
16
  type: earth-observation-dataset
17
  metrics:
18
+ - type: mIoU
 
19
  value: 61.868
20
+ name: mIoU
21
+ - type: OA
22
  value: 76.067
23
+ name: Overall Accuracy
24
+ - type: IoU
25
  value: 83.423
26
+ name: IoU building
27
+ - type: IoU
28
  value: 75.669
29
+ name: IoU greenhouse
30
+ - type: IoU
31
  value: 61.59
32
+ name: IoU swimming pool
33
+ - type: IoU
34
  value: 75.15
35
+ name: IoU impervious surface
36
+ - type: IoU
37
  value: 56.467
38
+ name: IoU pervious surface
39
+ - type: IoU
40
  value: 62.006
41
+ name: IoU bare soil
42
+ - type: IoU
43
  value: 88.373
44
+ name: IoU water
45
+ - type: IoU
46
  value: 51.815
47
+ name: IoU snow
48
+ - type: IoU
49
  value: 52.26
50
+ name: IoU herbaceous vegetation
51
+ - type: IoU
52
  value: 56.434
53
+ name: IoU agricultural land
54
+ - type: IoU
55
  value: 34.136
56
+ name: IoU plowed land
57
+ - type: IoU
58
  value: 77.787
59
+ name: IoU vineyard
60
+ - type: IoU
61
  value: 69.129
62
+ name: IoU deciduous
63
+ - type: IoU
64
  value: 57.445
65
+ name: IoU coniferous
66
+ - type: IoU
67
  value: 28.85
68
+ name: IoU brushwood
69
 
 
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  ---
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