Update README.md

README.md

@@ -126,7 +126,13 @@ Note that the debug configuration utilizes these particular folds `train_fold_99
 
 ## Usage Example
 
-This dataset is suitable for various computer vision tasks, including image classification, detection, and segmentation. [This document](https://colab.research.google.com/drive/1d5gEliz8IH06k52OWNWTVDejjKRRqW97?usp=sharing) presents several exploratory data analysis (EDA) techniques, along with an illustrative example of an image detection task. In this example, I presented a model capable of predicting the bounding boxes and class labels for all nuclei within a single image with relatively high accuracy.
+This dataset is suitable for various computer vision tasks, including image classification, detection, and segmentation. [This document](https://colab.research.google.com/drive/1d5gEliz8IH06k52OWNWTVDejjKRRqW97?usp=sharing) presents several exploratory data analysis (EDA) techniques, along with an illustrative example of an image detection task. In this example, I presented a model capable of predicting the bounding boxes and class labels for all nuclei within a single image with relatively good accuracy.
+
+Below are the prediction results from a customized deep learning model based on the YOLOv8 model.
+
+![](https://huggingface.co/datasets/minhanhto09/NuCLS_dataset/blob/main/Images/fig4.png)
+
+![](https://huggingface.co/datasets/minhanhto09/NuCLS_dataset/blob/main/Images/fig5.png)
 
 ## Licensing