ux updates

app.py

@@ -8,7 +8,7 @@ yolov5_dff = os.path.join(os.getcwd(), "data/xai/yolov5_dff.png")
 yolov8_dff = os.path.join(os.getcwd(), "data/xai/yolov8_dff.png")
 
 architecture_description_yolov5 = """
-# YOLOv5 Architecture
+### YOLOv5 Architecture
 
 - **Backbone**: Uses **CSPDarknet53** for feature extraction with **ResNet**-like residual connections.
 - **Neck**: **PANet** and **FPN** aggregate features at multiple scales.
@@ -23,7 +23,7 @@ architecture_description_yolov5 = """
 """
 
 architecture_description_yolov8s = """
-# YOLOv8s Architecture
+### YOLOv8s Architecture
 
 - **Backbone**: Uses **CSPDarknet** with efficient feature extraction layers.
 - **Neck**: Incorporates **FPN** and **PANet** for multi-scale feature aggregation.
@@ -35,6 +35,7 @@ architecture_description_yolov8s = """
 - **Multi-Task**: Supports tasks like classification, detection, and segmentation.
 - **High Accuracy**: Achieves state-of-the-art results on small and medium datasets.
 - **Lightweight**: Efficient architecture for smaller models with reduced computational cost.
+
 """