Update README.md

README.md

@@ -130,7 +130,7 @@ This made it so that the performance differences across classes were influenced
 
 ![Prediction](./val_batch0_pred.jpg)
 
-This example shows successful detection of lane markings and vehicles under clear conditions.
+This example shows the model’s predictions on a validation images. In my analysis I found that the model correctly identifies several road features, but also makes some errors, such as detecting a building as a vehicle and labeling a bus lane as a bike lane. This reflects the model’s tendency to rely on visual similarity and highlights limitations in distinguishing similar structures.
 
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