Refactor HVideoTool to exclusively use YOLO for detection and DeepMosaics for restoration: removed classic CV and composite detectors, updated configuration and UI accordingly. Enhanced documentation in README and CLAUDE.md to reflect these changes, including new batch processing capabilities and device diagnostics.

hvideotool/core/detection/factory.py

@@ -3,14 +3,15 @@
 Kept separate from ``app.py`` so both the app bootstrap and the UI can build
 detectors without an import cycle. Raises ``ValueError`` (not ``SystemExit``) on
 bad config so the GUI can show the message instead of exiting.
+
+Only the YOLO detector is supported — the classic-CV heuristic (and the composite
+mode that combined them) were removed: they were noisy/approximate on real footage.
 """
 
 from __future__ import annotations
 
 from ...config import AppConfig
 from .base import Detector
-from .classic_cv import ClassicCVDetector
-from .types import CensorType
 
 
 def _require_model(config: AppConfig) -> str:
@@ -23,19 +24,6 @@ def _require_model(config: AppConfig) -> str:
 
 
 def build_detector(config: AppConfig) -> Detector:
-    if config.detector == "classic":
-        return ClassicCVDetector(config.detection)
-    if config.detector == "yolo":
-        from .yolo import YoloDetector  # lazy: pulls torch/ultralytics
+    from .yolo import YoloDetector  # lazy: pulls torch/ultralytics
 
-        return YoloDetector(_require_model(config), config.detection)
-    if config.detector == "combined":
-        # YOLO handles mosaic; classic-CV handles black bars / blur.
-        from .composite import CompositeDetector
-        from .yolo import YoloDetector
-
-        return CompositeDetector([
-            YoloDetector(_require_model(config), config.detection),
-            ClassicCVDetector(config.detection, types={CensorType.BLACK_BAR, CensorType.BLUR}),
-        ])
-    raise ValueError(f"Неизвестный детектор: {config.detector!r}")
+    return YoloDetector(_require_model(config), config.detection)