[SR NO 22] Resolve Image Processing Performance Degradation and Memory Leaks

app.py

@@ -1,18 +1,22 @@
 # ...existing code...
 from utils.cache import invalidate_cache
 
+
 # Add cache reset option when application starts
 def initialize_app():
     # ...existing code...
     # Clear any stale cache data on startup
     invalidate_cache()
     # ...existing code...
 
+
 # If there's a refresh functionality, update it to clear relevant caches
 def refresh_data():
     # ...existing code...
     # Clear specific caches that need refreshing
     invalidate_cache("albums:get_all_albums")
     invalidate_cache("folder_structure:get_folder_structure")
     # ...existing code...
+
+
 # ...existing code...

backend/app/ner/test.py

@@ -4,6 +4,7 @@
 import cv2
 import time
 
+
 # Run the ner_onnx.py to create the onnx model in the models folder
 def ner_marking(text1):
     # change the path is required
@@ -167,7 +168,7 @@ def scanning(names):
                 gray, scaleFactor=1.1, minNeighbors=5, minSize=(30, 30)
             )
 
-            for (x, y, w, h) in faces:
+            for x, y, w, h in faces:
                 cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 0, 255), 2)
                 cv2.putText(
                     frame,

backend/app/routes/images.py

@@ -366,9 +366,11 @@ def get_class_ids(path: str = Query(...)):
         class_ids = get_objects_db(path)
         return ClassIDsResponse(
             success=True,
-            message="Successfully retrieved class IDs"
-            if class_ids
-            else "No class IDs found for the image",
+            message=(
+                "Successfully retrieved class IDs"
+                if class_ids
+                else "No class IDs found for the image"
+            ),
             data=class_ids if class_ids else "None",
         )
 

backend/app/schemas/facetagging.py

@@ -1,6 +1,7 @@
 from pydantic import BaseModel
 from typing import List, Dict
 
+
 # Response Model
 class SimilarPair(BaseModel):
     image1: str

frontend/src-tauri/Cargo.toml

@@ -1,5 +1,5 @@
 [package]
-name = "PictoPy"
+name = "picto_py"  # Changed from PictoPy to follow snake_case convention
 version = "0.0.0"
 description = "A Tauri App"
 authors = ["you"]
@@ -28,6 +28,9 @@ tempfile = "3"
 arrayref = "0.3.6"
 directories = "4.0"
 chrono = { version = "0.4.26", features = ["serde"] }
+lazy_static = "1.4.0"
+rayon = "1.7.0"
+regex = "1.8.1"
 
 base64 = "0.21.0"
 rand = "0.8.5"