Update `README.rst` file.

README.md

@@ -1,9 +1,22 @@
 ---
-license: cc-by-4.0
-task_categories:
-  - object-detection
 datasets:
 - colour-science/colour-checker-detection-dataset
+license: cc-by-4.0
+library_name: ultralytics
+library_version: 8.0.232
+model-index:
+  - name: colour-science/colour-checker-detection-models
+    results:
+      - task:
+          type: object-detection
+        dataset:
+          type: colour-science/colour-checker-detection-dataset
+          name: colour-science/colour-checker-detection-dataset
+        metrics:
+          - type: precision
+            value: 0.995
+            name: mAP@0.5
+pretty_name: Colour - Checker Detection - Models
 tags:
 - color
 - color-checker
@@ -26,14 +39,15 @@ tags:
 - models
 - segmentation
 - yolo
-pretty_name: Colour - Checker Detection - Models
+task_categories:
+  - object-detection
 ---
 
 # Colour - Checker Detection - Models
 
 Various [YOLOv8](https://github.com/ultralytics/ultralytics) colour rendition charts detection models.
 
-The weights obtained by training YOLOv8 segmentation with the [colour-science/colour-checker-detection-model](https://huggingface.co/datasets/colour-science/colour-checker-detection-model) dataset are supporting colour rendition charts detection in the [Colour Checker Detection](https://github.com/colour-science/colour-checker-detection) Python package.
+The models obtained by training YOLOv8 segmentation with the [colour-science/colour-checker-detection-model](https://huggingface.co/datasets/colour-science/colour-checker-detection-model) dataset are supporting colour rendition charts detection in the [Colour Checker Detection](https://github.com/colour-science/colour-checker-detection) Python package.
 
 ## Classes