Update app.py

app.py

@@ -43,6 +43,17 @@ import litmodelclass
 
 
 # gradio
+
+model_stats = """
+### YoloV3 Model Implementation & Training Details
+Github Link: https://github.com/santule/ERA/tree/main/S13
+#### Model Performance:
+1. **Validation Loss: 6.05** 
+2. **Class accuracy: 82.4%** 
+3. **No obj accuracy: 98.05%** 
+4. **Obj accuracy: 72.3%**
+"""
+
 title = "Yolo3 trained on PASCAL_VOC with GradCAM"
 description = "Gradio interface to infer on Yolo3 model, and get GradCAM results"
 
@@ -185,5 +196,13 @@ with gr.Blocks() as demo:
                              outputs=img_output,
                              fn=yolo3_inference, cache_examples=False)
 
+    
+    with gr.Row():
+        with gr.Box():
+            with gr.Row():
+                with gr.Column():
+                    with gr.Box():
+                        gr.Markdown(model_stats)
+
 if __name__ == "__main__":
     demo.launch()