Update README.md

README.md

@@ -9,9 +9,24 @@ library_name: transformers
 tags:
 - fire-detection
 ---
+![fxhgdh.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/5Rnksm-CjGsEs6XMZB-su.png)
+
 #  **Fire-Detection-Siglip2**  
 
-**Fire-Detection-Siglip2** is an image classification vision-language encoder model fine-tuned from google/siglip2-base-patch16-224 for a single-label classification task. It is designed to detect fire, smoke, or normal conditions using the SiglipForImageClassification architecture.  
+>  **Fire-Detection-Siglip2** is an image classification vision-language encoder model fine-tuned from google/siglip2-base-patch16-224 for a single-label classification task. It is designed to detect fire, smoke, or normal conditions using the SiglipForImageClassification architecture.  
+
+    Classification report:
+    
+                  precision    recall  f1-score   support
+    
+            fire     0.9940    0.9881    0.9911      1010
+          normal     0.9892    0.9941    0.9916      1010
+           smoke     0.9990    1.0000    0.9995      1010
+    
+        accuracy                         0.9941      3030
+       macro avg     0.9941    0.9941    0.9941      3030
+    weighted avg     0.9941    0.9941    0.9941      3030
+
 
 The model categorizes images into three classes:  
 - **Class 0:** "Fire" – The image shows active fire.  
@@ -66,17 +81,6 @@ if __name__ == "__main__":
     iface.launch()
 ```
 
-    Classification report:
-    
-                  precision    recall  f1-score   support
-    
-            fire     0.9940    0.9881    0.9911      1010
-          normal     0.9892    0.9941    0.9916      1010
-           smoke     0.9990    1.0000    0.9995      1010
-    
-        accuracy                         0.9941      3030
-       macro avg     0.9941    0.9941    0.9941      3030
-    weighted avg     0.9941    0.9941    0.9941      3030
 
 # **Intended Use:**