Add library_name, project page URL, and Github URL to metadata

README.md

@@ -1,10 +1,11 @@
 ---
 license: etalab-2.0
+pipeline_tag: image-segmentation
 tags:
 - semantic segmentation
 - pytorch
 - landcover
-
+library_name: pytorch
 model-index:
 - name: FLAIR-HUB_LC-L_swinbase-upernet
   results:
@@ -14,63 +15,61 @@ model-index:
       name: IGNF/FLAIR-HUB/
       type: earth-observation-dataset
     metrics:
-    - name: mIoU
-      type: mIoU
+    - type: mIoU
       value: 65.777
-    - name: Overall Accuracy
-      type: OA
+      name: mIoU
+    - type: OA
       value: 78.238
-    - name: IoU building
-      type: IoU
+      name: Overall Accuracy
+    - type: IoU
       value: 85.306
-    - name: IoU greenhouse
-      type: IoU
+      name: IoU building
+    - type: IoU
       value: 79.091
-    - name: IoU swimming pool
-      type: IoU
+      name: IoU greenhouse
+    - type: IoU
       value: 61.59
-    - name: IoU impervious surface
-      type: IoU
+      name: IoU swimming pool
+    - type: IoU
       value: 76.579
-    - name: IoU pervious surface
-      type: IoU
+      name: IoU impervious surface
+    - type: IoU
       value: 58.249
-    - name: IoU bare soil
-      type: IoU
+      name: IoU pervious surface
+    - type: IoU
       value: 64.664
-    - name: IoU water
-      type: IoU
+      name: IoU bare soil
+    - type: IoU
       value: 90.521
-    - name: IoU snow
-      type: IoU
+      name: IoU water
+    - type: IoU
       value: 73.412
-    - name: IoU herbaceous vegetation
-      type: IoU
+      name: IoU snow
+    - type: IoU
       value: 55.133
-    - name: IoU agricultural land
-      type: IoU
+      name: IoU herbaceous vegetation
+    - type: IoU
       value: 58.63
-    - name: IoU plowed land
-      type: IoU
+      name: IoU agricultural land
+    - type: IoU
       value: 37.548
-    - name: IoU vineyard
-      type: IoU
+      name: IoU plowed land
+    - type: IoU
       value: 78.56
-    - name: IoU deciduous
-      type: IoU
+      name: IoU vineyard
+    - type: IoU
       value: 72.26
-    - name: IoU coniferous
-      type: IoU
+      name: IoU deciduous
+    - type: IoU
       value: 63.548
-    - name: IoU brushwood
-      type: IoU
+      name: IoU coniferous
+    - type: IoU
       value: 31.121
-
-pipeline_tag: image-segmentation
+      name: IoU brushwood
+project_page: https://ignf.github.io/FLAIR/FLAIR-HUB/flairhub
+github: https://github.com/IGNF/FLAIR-HUB
 ---
 
-
-
 <div style="font-family:sans-serif; color:black; background-color:#F8F5F5; padding:25px; border-radius:10px; margin:auto; border:0px; ">
 
   <!-- Collection Section -->
@@ -289,7 +288,6 @@ pipeline_tag: image-segmentation
 
 ---
 
-
 ### Training Config Hyperparameters
 
 ```yaml
@@ -386,37 +384,4 @@ pipeline_tag: image-segmentation
 
   <div style="flex: 1;">
     <p style="margin: 0;">Aerial ROI</p>
-    <img src="./model_utils/AerialROI.png" alt="AERIAL" style="width: 100%; display: block;" />
-  </div>
-  <div style="flex: 1;">
-    <p style="margin: 0;">Inference ROI</p>
-    <img src="./model_utils/FLAIR-HUB_LC-L_swinbase-upernet_inferenceROI.png" alt="INFERENCE" style="width: 100%; display: block;" />
-  </div>
-</div>
-
-
----
-
-
-## Cite
-
-
-**BibTeX:**
-
-```
-@article{ign2025flairhub,
-  doi = {10.48550/arXiv.2506.07080},
-  url = {https://arxiv.org/abs/2506.07080},
-  author = {Garioud, Anatol and Giordano, Sébastien and David, Nicolas and Gonthier, Nicolas},
-  title = {FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping},
-  publisher = {arXiv},
-  year = {2025}
-}
-```
-
-**APA:**
-```
-Anatol Garioud, Sébastien Giordano, Nicolas David, Nicolas Gonthier. 
-FLAIR-HUB: Large-scale Multimodal Dataset for Land Cover and Crop Mapping. (2025). 
-DOI: https://doi.org/10.48550/arXiv.2506.07080
-```
+    <img src="./model_utils/AerialROI.png" alt="AERIAL" style="width: 100%; display: block;" />