feat(model): add yolo v11

models/best_yolov11l.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0566d85da58da05e4ccb37fe3b96df5ea01eda03acbb96d17195506ae930309a
+size 51176594

tasks/image.py

@@ -16,7 +16,7 @@ load_dotenv()
 router = APIRouter()
 
 #MODEL_TYPE = "YOLOv11n"
-DESCRIPTION = f"Simple YOLOv11n model"
+DESCRIPTION = f"Simple YOLOv11l model"
 ROUTE = "/image"
 
 def parse_boxes(annotation_string):
@@ -113,7 +113,7 @@ async def evaluate_image(request: ImageEvaluationRequest):
     #--------------------------------------------------------------------------------------------   
     
     
-    PATH_TO_MODEL = f"models/best_YOLOv11n.pt"
+    PATH_TO_MODEL = f"models/best_YOLOv11l.pt"
     model = load_model(PATH_TO_MODEL)
     
     print(f"Model info: {model.info()}")