Update app.py

app.py

@@ -15,6 +15,24 @@ def create_monitor_interface():
         def __init__(self, model_name: str = "llama-3.2-90b-vision-preview"):
             self.client = Groq(api_key=api_key)
             self.model_name = model_name
+            self.max_image_size = (512, 512)  # Maximum dimensions
+            self.jpeg_quality = 50  # Reduced JPEG quality
+
+        def resize_image(self, image):
+            """Resize image while maintaining aspect ratio"""
+            height, width = image.shape[:2]
+            
+            # Calculate aspect ratio
+            aspect = width / height
+            
+            if width > height:
+                new_width = min(self.max_image_size[0], width)
+                new_height = int(new_width / aspect)
+            else:
+                new_height = min(self.max_image_size[1], height)
+                new_width = int(new_height * aspect)
+                
+            return cv2.resize(image, (new_width, new_height))
 
         def analyze_frame(self, frame: np.ndarray) -> str:
             if frame is None:
@@ -25,12 +43,15 @@ def create_monitor_interface():
                 frame = cv2.cvtColor(frame, cv2.COLOR_GRAY2RGB)
             elif len(frame.shape) == 3 and frame.shape[2] == 4:
                 frame = cv2.cvtColor(frame, cv2.COLOR_RGBA2RGB)
+            
+            # Resize image
+            frame = self.resize_image(frame)
                 
             frame_pil = PILImage.fromarray(frame)
             
-            # Convert to base64
+            # Convert to base64 with compression
             buffered = io.BytesIO()
-            frame_pil.save(buffered, format="JPEG")
+            frame_pil.save(buffered, format="JPEG", quality=self.jpeg_quality, optimize=True)
             img_base64 = base64.b64encode(buffered.getvalue()).decode('utf-8')
             
             try: