Update README.md

README.md

@@ -29,6 +29,16 @@ In order to download the dataset, download Soccernet Calibration Dataset as give
 
 The dataset combines computer vision techniques including line intersection calculations, green area detection for pitch objects, and comprehensive keypoint extraction to create a robust dataset for Football Field Keypoint Detection
 
+## Index
+
+1. [Dataset Details](#dataset-details)
+2. [Dataset Preparation](#dataset-preparation)
+3. [Dataset Format](#dataset-format)
+4. [Usage Examples](#usage-examples)
+5. [Technical Implementation](#technical-implementation)
+6. [Repository Structure](#repository-structure)
+7. [Samples](#samples)
+
 ## Dataset Details
 
 ### Overview
@@ -297,4 +307,15 @@ This dataset preparation module integrates seamlessly with the main Soccer Analy
 - Field coordinate transformations
 - Real-time field understanding in soccer videos
 
-The dataset serves as a foundation for advanced soccer analysis applications including tactical analysis, player tracking calibration, and automated field understanding systems.
+The dataset serves as a foundation for advanced soccer analysis applications including tactical analysis, player tracking calibration, and automated field understanding systems.
+
+---
+
+## Samples
+<p align="center">
+  <img src="00024_annotated.jpg" width="800"/>
+  <img src="00112_annotated.jpg" width="800"/>
+  <img src="00233_annotated.jpg" width="800"/>
+  <img src="00313_annotated.jpg" width="800"/>
+  <img src="00580_annotated.jpg" width="800"/>
+</p>