Update README.md

README.md

@@ -16,8 +16,27 @@ base_model: resnet-50
 library_name: pytorch
 ---
 
-# SSD
+# 🚀 Usage Instructions
+For setup and usage details, visit the SSD section of the GitHub repository:
 [ssd github](https://github.com/adrirubio/ml-rover/tree/main/ssd)
 
-# Inference Examples
-[ssd examples](https://github.com/adrirubio/ml-rover/tree/main/ssd/inference-examples)
+This includes:
+
+- Installation steps
+- Model training and evaluation
+- Configuration options
+- How to run inference
+
+# 🧪 Inference Examples
+See the SSD model in action with ready-made examples showing predictions on various images:
+[ssd examples](https://github.com/adrirubio/ml-rover/tree/main/ssd/inference-examples)
+
+# 🖼️ Run Inference on a Custom Image
+Use this script to run inference on your own image file by specifying the path manually:
+[SSD Examples](https://github.com/adrirubio/ml-rover/tree/main/ssd/inference-examples)
+ℹ️ Usage instructions are provided in the script comments.
+
+# 🎲 Run Inference on a Random Pascal VOC Image
+Quickly test the SSD model on a random image from the Pascal VOC dataset:
+[ssd-inference.py](https://github.com/adrirubio/ml-rover/blob/main/ssd/ssd-inference.py)  
+ℹ️ Usage instructions are provided in the script comments.