Cập nhật tối ưu giao diện và thêm chức năng phát hiện hành vi

Author: huyhapitk12

.gitignore

@@ -54,4 +54,5 @@ snapshots/
 screenshots/
 captures/
 exports/
-outputs/
+outputs/
+comprehensive_evaluation.py

bot/service.py

@@ -106,7 +106,7 @@ def _create_session_with_retry():
     session.mount("https://", adapter)
     return session
 
-def send_photo(token: str, chat_id: str, photo_path: str, caption: str = "", reply_markup: Optional[dict] = None) -> bool:
+def send_photo(token: str, chat_id: str, photo_path: str, caption: str = "", reply_markup: Optional[dict] = None, disable_notification: bool = False) -> bool:
     for attempt in range(3):
         try:
             url = f"https://api.telegram.org/bot{token}/sendPhoto"
@@ -118,7 +118,7 @@ def send_photo(token: str, chat_id: str, photo_path: str, caption: str = "", rep
             else:
                 files = {'photo': open(photo_path, 'rb')}
 
-            data = {'chat_id': chat_id, 'caption': caption}
+            data = {'chat_id': chat_id, 'caption': caption, 'disable_notification': disable_notification}
             if reply_markup: data['reply_markup'] = json.dumps(reply_markup)
 
             response = session.post(url, files=files, data=data, timeout=30)
@@ -394,11 +394,21 @@ def _setup_handlers(self):
         self.app.add_handler(MessageHandler(filters.TEXT & ~filters.COMMAND, self.handlers.message_listener))
         self.app.add_handler(CallbackQueryHandler(self.handlers.button_callback_handler))
 
-    def schedule_alert(self, chat_id: str, image_path: str, caption: str, alert_id: str, is_fire: bool = False):
+    def schedule_alert(self, chat_id: str, image_path: str, caption: str, alert_id: str, is_fire: bool = False, disable_notification: bool = False):
         if not TELEGRAM_AVAILABLE: return
         kb = create_fire_alert_keyboard(alert_id) if is_fire else create_person_alert_keyboard(alert_id)
         markup = kb.to_dict() if kb else None
-        threading.Thread(target=lambda: send_photo(settings.telegram.token, chat_id, image_path, caption, reply_markup=markup), daemon=True).start()
+        threading.Thread(
+            target=lambda: send_photo(
+                settings.telegram.token, 
+                chat_id, 
+                image_path, 
+                caption, 
+                reply_markup=markup,
+                disable_notification=disable_notification
+            ), 
+            daemon=True
+        ).start()
 
     def schedule_person_alert(self, chat_id: str, image_path: str, caption: str, alert_id: str):
         """Schedules a person alert. Alias for schedule_alert with is_fire=False."""

config/__init__.py

@@ -1,4 +1,4 @@
 # config/__init__.py
-from .settings import settings, Settings, AlertType, ActionCode
+from .settings import settings, Settings, AlertType, AlertPriority, ActionCode
 
-__all__ = ['settings', 'Settings', 'AlertType', 'ActionCode']
+__all__ = ['settings', 'Settings', 'AlertType', 'AlertPriority', 'ActionCode']

config/config.yaml

@@ -68,7 +68,7 @@ camera:
     mp4:
       person_detection_enabled: false
 detection:
-  face_recognition_threshold: 0.4
+  face_recognition_threshold: 0.45
   fire_confidence_threshold: 0.85
   global_enabled: true
   iou_threshold: 0.6
@@ -91,9 +91,9 @@ fire_logic:
   yellow_alert_frames: 8
 models:
   face:
-    detector_name: buffalo_l
-    recognizer_name: buffalo_l
-  face_model_name: buffalo_l
+    detector_name: Small
+    recognizer_name: Small
+  face_model_name: Small
   insightface_ctx_id: 0
   insightface_det_size:
   - 640
@@ -130,6 +130,19 @@ tracker:
   stranger_confirm_frames: 20
   timeout_seconds: 2.0
   video_preview_limit_mb: 48.0
+behavior:
+  enabled: true
+  model_path: Data/Model/anomaly_model.pth
+  device: cuda
+  threshold: 0.5
+  alert_cooldown: 30
+  window_size: 64
+  stride: 16
+  num_segments: 32
+  model_complexity: 1
+  min_detection_confidence: 0.5
+  min_tracking_confidence: 0.5
+  process_every_n_frames: 1
 optimization:
   frame_resize_enabled: true
   frame_resize_width: 1280

config/settings.py

@@ -115,6 +115,14 @@ class AlertType(Enum):
     STRANGER = "nguoi_la"
     FIRE_WARNING = "lua_chay_nghi_ngo"
     FIRE_CRITICAL = "lua_chay_khan_cap"
+    ANOMALOUS_BEHAVIOR = "hanh_vi_bat_thuong"
+
+class AlertPriority(Enum):
+    """Alert priority levels for different response urgency"""
+    CRITICAL = 1  # Fire alerts - immediate action required
+    HIGH = 2      # Stranger with anomalous behavior - security threat
+    MEDIUM = 3    # Stranger only - security monitoring
+    LOW = 4       # Known person - informational
 
 class ActionCode(Enum):
     TOGGLE_ON = "TOGGLE_ON"