Added new Model and decrease the threshould value to get better result

app/__init__.py

@@ -10,7 +10,7 @@ def create_app():
         # Load model once
         app.models = {
             'adhaarModel': YOLO('models/aadhaarYolov8.pt'),
-            'panModel': YOLO('models/PanModel_v5.pt')  # Load additional models as needed
+            'panModel': YOLO('models/PanModel_v6.pt')  # Load additional models as needed
         }
 
     return app

app/services/panServices/panOcr.py

@@ -6,7 +6,7 @@ from .panDataExtractor import extract_panData
 
 def process_results(results, img):
     label_indices = {"pan_num": 0, "name": 1, "father": 2, "dob": 3}
-    confidence_threshold = 0.4
+    confidence_threshold = 0.3
     input_image_format = img.format if img.format else "PNG"
     valid_formats = ["JPEG", "PNG", "BMP", "GIF", "TIFF"]
     input_image_format = input_image_format if input_image_format in valid_formats else "PNG"