update batch loader

main.py

@@ -32,6 +32,9 @@ Examples:
   
   # Run analysis and save to custom output directory
   python main.py --output-dir custom_results
+  
+  # Run with memory-efficient batch processing
+  python main.py --deqa-only --batch-size 4 --max-image-size 512 512
         """
     )
     
@@ -101,6 +104,28 @@ Examples:
         action='store_true',
         help='Use only DeQA metric (disable traditional metrics)'
     )
+
+    parser.add_argument(
+        '--batch-size',
+        type=int,
+        default=8,
+        help='Batch size for memory-efficient processing (default: 8)'
+    )
+
+    parser.add_argument(
+        '--max-image-size',
+        type=int,
+        nargs=2,
+        default=[1024, 1024],
+        metavar=('WIDTH', 'HEIGHT'),
+        help='Maximum image dimensions for preprocessing (default: 1024 1024)'
+    )
+
+    parser.add_argument(
+        '--disable-memory-monitoring',
+        action='store_true',
+        help='Disable memory usage monitoring'
+    )
     
     args = parser.parse_args()
     
@@ -150,7 +175,10 @@ Examples:
             enable_deqa=enable_deqa,
             enable_traditional=enable_traditional,
             enable_pyiqa=enable_pyiqa_flag,
-            pyiqa_selected_metrics=(selected_top20 if args.pyiqa_top20 else None)
+            pyiqa_selected_metrics=(selected_top20 if args.pyiqa_top20 else None),
+            batch_size=args.batch_size,
+            max_image_size=tuple(args.max_image_size),
+            enable_memory_monitoring=not args.disable_memory_monitoring
         )
         results, report = analyzer.run_analysis()