IGNF
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AGarioud nielsr HF Staff commited on
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Add library name and project page link (#1)

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- Add library name and project page link (3b717b3a5f77c9860c13061a25d02e18bd66f7ab)


Co-authored-by: Niels Rogge <[email protected]>

Files changed (1) hide show
  1. README.md +38 -42
README.md CHANGED
@@ -1,10 +1,10 @@
1
  ---
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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-D_swinbase-upernet
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  results:
@@ -14,63 +14,60 @@ 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: 64.69
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- - name: Overall Accuracy
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- type: OA
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  value: 77.631
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- - name: IoU building
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- type: IoU
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  value: 83.967
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- - name: IoU greenhouse
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- type: IoU
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  value: 78.902
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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: 75.83
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- - name: IoU pervious surface
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- type: IoU
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  value: 57.539
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- - name: IoU bare soil
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- type: IoU
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  value: 63.025
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- - name: IoU water
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- type: IoU
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  value: 90.498
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- - name: IoU snow
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- type: IoU
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  value: 68.274
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- - name: IoU herbaceous vegetation
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- type: IoU
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  value: 54.417
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- - name: IoU agricultural land
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- type: IoU
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  value: 57.48
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- - name: IoU plowed land
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- type: IoU
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  value: 36.857
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- - name: IoU vineyard
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- type: IoU
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  value: 78.136
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- - name: IoU deciduous
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- type: IoU
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  value: 71.93
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- - name: IoU coniferous
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- type: IoU
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  value: 62.922
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- - name: IoU brushwood
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- type: IoU
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  value: 29.421
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-
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- pipeline_tag: image-segmentation
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  ---
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-
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-
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  <div style="font-family:sans-serif; color:black; background-color:#F8F5F5; padding:25px; border-radius:10px; margin:auto; border:0px; ">
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  <!-- Collection Section -->
@@ -281,6 +278,7 @@ pipeline_tag: image-segmentation
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  - **Contact:** [email protected]
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  - **Code repository:** https://github.com/IGNF/FLAIR-HUB
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  - **Paper:** https://arxiv.org/abs/2506.07080
 
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  - **Developed by:** IGN
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  - **Compute infrastructure:**
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  - software: python, pytorch-lightning
@@ -408,6 +406,4 @@ pipeline_tag: image-segmentation
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  **APA:**
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  ```
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  Anatol Garioud, Sébastien Giordano, Nicolas David, Nicolas Gonthier.
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- FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping. (2025).
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- DOI: https://doi.org/10.48550/arXiv.2506.07080
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- ```
 
1
  ---
2
  license: etalab-2.0
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+ pipeline_tag: image-segmentation
4
  tags:
5
  - semantic segmentation
6
  - pytorch
7
  - landcover
 
8
  model-index:
9
  - name: FLAIR-HUB_LC-D_swinbase-upernet
10
  results:
 
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  name: IGNF/FLAIR-HUB/
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  type: earth-observation-dataset
16
  metrics:
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+ - type: mIoU
 
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  value: 64.69
19
+ name: mIoU
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+ - type: OA
21
  value: 77.631
22
+ name: Overall Accuracy
23
+ - type: IoU
24
  value: 83.967
25
+ name: IoU building
26
+ - type: IoU
27
  value: 78.902
28
+ name: IoU greenhouse
29
+ - type: IoU
30
  value: 61.59
31
+ name: IoU swimming pool
32
+ - type: IoU
33
  value: 75.83
34
+ name: IoU impervious surface
35
+ - type: IoU
36
  value: 57.539
37
+ name: IoU pervious surface
38
+ - type: IoU
39
  value: 63.025
40
+ name: IoU bare soil
41
+ - type: IoU
42
  value: 90.498
43
+ name: IoU water
44
+ - type: IoU
45
  value: 68.274
46
+ name: IoU snow
47
+ - type: IoU
48
  value: 54.417
49
+ name: IoU herbaceous vegetation
50
+ - type: IoU
51
  value: 57.48
52
+ name: IoU agricultural land
53
+ - type: IoU
54
  value: 36.857
55
+ name: IoU plowed land
56
+ - type: IoU
57
  value: 78.136
58
+ name: IoU vineyard
59
+ - type: IoU
60
  value: 71.93
61
+ name: IoU deciduous
62
+ - type: IoU
63
  value: 62.922
64
+ name: IoU coniferous
65
+ - type: IoU
66
  value: 29.421
67
+ name: IoU brushwood
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+ library_name: pytorch
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  ---
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  <div style="font-family:sans-serif; color:black; background-color:#F8F5F5; padding:25px; border-radius:10px; margin:auto; border:0px; ">
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  <!-- Collection Section -->
 
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  - **Contact:** [email protected]
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  - **Code repository:** https://github.com/IGNF/FLAIR-HUB
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  - **Paper:** https://arxiv.org/abs/2506.07080
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+ - **Project Page:** https://ignf.github.io/FLAIR/FLAIR-HUB/flairhub
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  - **Developed by:** IGN
283
  - **Compute infrastructure:**
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  - software: python, pytorch-lightning
 
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  **APA:**
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  ```
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  Anatol Garioud, Sébastien Giordano, Nicolas David, Nicolas Gonthier.
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+ FLAIR