Update config.yaml

config.yaml

@@ -4,6 +4,18 @@ model:
   confidence: 0.39        # Confidence threshold
   iou_threshold: 0.45      # NMS IoU threshold
   device: "cpu"           # cuda:0 for GPU, cpu for CPU
+  
+  # Thêm cấu hình auto-reload
+  auto_reload:
+    enabled: true
+    max_inferences: 100     # Reload sau 100 lần inference
+    max_hours: 2           # Reload sau 2 giờ
+    memory_threshold_mb: 1000  # Reload nếu GPU memory > 1GB
+    
+  # Backup model paths (fallback nếu model chính bị lỗi)
+  backup_models:
+    - "models/last.pt"
+    - "models/best.onnx"
 
 # Detection Configuration
 detection:
@@ -28,4 +40,20 @@ visualization:
   colors:
     existing_damage: [0, 255, 0]     # Green for existing damages
     new_damage: [0, 0, 255]          # Red for new damages
-    matched_damage: [255, 255, 0]    # Yellow for matched damages
+    matched_damage: [255, 255, 0]    # Yellow for matched damages
+
+# Monitoring Configuration
+monitoring:
+  enabled: true
+  log_memory_usage: true
+  log_inference_time: true
+  alert_thresholds:
+    memory_usage_percent: 85
+    inference_time_ms: 5000
+    
+# Performance Optimization
+performance:
+  enable_gpu_cache_clearing: true
+  batch_size: 1
+  num_threads: 4
+  enable_mixed_precision: false  # Để false nếu có vấn đề stability