diff --git a/README.md b/README.md
index 92f7a4b4dc9a8ad5606e42a06d8a40c95e340f9f..6c76b2146225b563f432691b4fc10ed58f83672f 100644
--- a/README.md
+++ b/README.md
@@ -24,7 +24,7 @@ To address this issue, we implemented four different training approaches or pipe
 These approaches resulted in multiple training datasets. However, to ensure a fair comparison of the models' performance across different pipelines, we utilized a common test dataset for evaluation, irrespective of the training approach followed.
 
 ## Methodology Overview
-
+![steps_diagram_2](/uploads/5d8dcd8d1bceaf8b67054dbb41995be1/steps_diagram_2.png)
 
 ## Repository
 This repository is organized as follows: