AGarioud nielsr HF Staff commited on
Commit
aaad236
·
verified ·
1 Parent(s): bdc44a5

Improve model card: Add library_name (#1)

Browse files

- Improve model card: Add library_name (af79cedfbd8f3d0b2e41d55854f4f8c1c6e870d2)


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

Files changed (1) hide show
  1. README.md +37 -45
README.md CHANGED
@@ -1,10 +1,10 @@
1
  ---
2
  license: etalab-2.0
 
3
  tags:
4
  - semantic segmentation
5
  - pytorch
6
  - landcover
7
-
8
  model-index:
9
  - name: FLAIR-HUB_LC-I_swinbase-upernet
10
  results:
@@ -14,63 +14,60 @@ model-index:
14
  name: IGNF/FLAIR-HUB/
15
  type: earth-observation-dataset
16
  metrics:
17
- - name: mIoU
18
- type: mIoU
19
  value: 43.488
20
- - name: Overall Accuracy
21
- type: OA
22
  value: 64.126
23
- - name: IoU building
24
- type: IoU
25
  value: 57.225
26
- - name: IoU greenhouse
27
- type: IoU
28
  value: 49.833
29
- - name: IoU swimming pool
30
- type: IoU
31
  value: 61.59
32
- - name: IoU impervious surface
33
- type: IoU
34
  value: 53.178
35
- - name: IoU pervious surface
36
- type: IoU
37
  value: 39.981
38
- - name: IoU bare soil
39
- type: IoU
40
  value: 43.96
41
- - name: IoU water
42
- type: IoU
43
  value: 71.021
44
- - name: IoU snow
45
- type: IoU
46
  value: 61.981
47
- - name: IoU herbaceous vegetation
48
- type: IoU
49
  value: 36.862
50
- - name: IoU agricultural land
51
- type: IoU
52
  value: 48.208
53
- - name: IoU plowed land
54
- type: IoU
55
  value: 4.559
56
- - name: IoU vineyard
57
- type: IoU
58
  value: 42.06
59
- - name: IoU deciduous
60
- type: IoU
61
  value: 58.671
62
- - name: IoU coniferous
63
- type: IoU
64
  value: 52.946
65
- - name: IoU brushwood
66
- type: IoU
67
  value: 18.069
68
-
69
- pipeline_tag: image-segmentation
70
  ---
71
 
72
-
73
-
74
  <div style="font-family:sans-serif; color:black; background-color:#F8F5F5; padding:25px; border-radius:10px; margin:auto; border:0px; ">
75
 
76
  <!-- Collection Section -->
@@ -404,9 +401,4 @@ pipeline_tag: image-segmentation
404
  }
405
  ```
406
 
407
- **APA:**
408
- ```
409
- Anatol Garioud, Sébastien Giordano, Nicolas David, Nicolas Gonthier.
410
- FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping. (2025).
411
- DOI: https://doi.org/10.48550/arXiv.2506.07080
412
- ```
 
1
  ---
2
  license: etalab-2.0
3
+ pipeline_tag: image-segmentation
4
  tags:
5
  - semantic segmentation
6
  - pytorch
7
  - landcover
 
8
  model-index:
9
  - name: FLAIR-HUB_LC-I_swinbase-upernet
10
  results:
 
14
  name: IGNF/FLAIR-HUB/
15
  type: earth-observation-dataset
16
  metrics:
17
+ - type: mIoU
 
18
  value: 43.488
19
+ name: mIoU
20
+ - type: OA
21
  value: 64.126
22
+ name: Overall Accuracy
23
+ - type: IoU
24
  value: 57.225
25
+ name: IoU building
26
+ - type: IoU
27
  value: 49.833
28
+ name: IoU greenhouse
29
+ - type: IoU
30
  value: 61.59
31
+ name: IoU swimming pool
32
+ - type: IoU
33
  value: 53.178
34
+ name: IoU impervious surface
35
+ - type: IoU
36
  value: 39.981
37
+ name: IoU pervious surface
38
+ - type: IoU
39
  value: 43.96
40
+ name: IoU bare soil
41
+ - type: IoU
42
  value: 71.021
43
+ name: IoU water
44
+ - type: IoU
45
  value: 61.981
46
+ name: IoU snow
47
+ - type: IoU
48
  value: 36.862
49
+ name: IoU herbaceous vegetation
50
+ - type: IoU
51
  value: 48.208
52
+ name: IoU agricultural land
53
+ - type: IoU
54
  value: 4.559
55
+ name: IoU plowed land
56
+ - type: IoU
57
  value: 42.06
58
+ name: IoU vineyard
59
+ - type: IoU
60
  value: 58.671
61
+ name: IoU deciduous
62
+ - type: IoU
63
  value: 52.946
64
+ name: IoU coniferous
65
+ - type: IoU
66
  value: 18.069
67
+ name: IoU brushwood
68
+ library_name: pytorch-lightning
69
  ---
70
 
 
 
71
  <div style="font-family:sans-serif; color:black; background-color:#F8F5F5; padding:25px; border-radius:10px; margin:auto; border:0px; ">
72
 
73
  <!-- Collection Section -->
 
401
  }
402
  ```
403
 
404
+ **APA:**