Update README.md

README.md

@@ -21,6 +21,9 @@ cludes new varieties of berries, such as bilberries, cloudberries, lingonberries
 light variations and in cluttered environments. WildBe features 3,516 images, including a total of 18,468 annotated
 bounding boxes.
 
+![Teaser](resources/teaser.png)
+
+
 ## How to use: an example of visualization
 ```python
 import json
@@ -29,10 +32,10 @@ from datasets import load_dataset
 from PIL import Image, ImageDraw
 # Color map for classes
 classes_color_map = {
-    0: (0, 0, 0),
-    1: (255, 0, 0),
-    2: (0, 255, 0),
-    3: (0, 0, 255),
+    0: (225,15,10),
+    1: (40, 150, 210),
+    2: (10,0,210),
+    3: (130,5,125),
 }
 # Load the dataset
 dataset = load_dataset("FBK-TeV/WildBe", split="validation")
@@ -59,7 +62,7 @@ for label in labels:
     )
 image.show()
 ```
-
+![Teaser](resources/images_examples.png)
 ## ArXiv link
 https://arxiv.org/abs/2405.07550