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/restore/factory.py

@@ -1,9 +1,13 @@
 """Restorer factory: build a Restorer from the app config.
 
-- ``inpaint``: cv2 baseline (no weights, no GPU; fills, doesn't reconstruct).
-- ``deepmosaics``: real generative mosaic removal. The DeepMosaics network code is
-  vendored (``_deepmosaics/``, GPL-3.0) and run in-process; the user supplies only the
-  clean weights (+ ``mosaic_position.pth`` alongside). A CUDA GPU is recommended.
+Only DeepMosaics is supported (the cv2 inpaint baseline was removed — it filled but
+did not reconstruct). The DeepMosaics network code is vendored (``_deepmosaics/``,
+GPL-3.0) and run in-process; the user supplies only the weights (+ ``mosaic_position.pth``
+alongside). A CUDA GPU is recommended.
+
+- ``deepmosaics``: per-frame generative mosaic removal (image model).
+- ``deepmosaics_video``: temporal variant (BVDNet) that uses neighbouring frames for
+  coherence — needs the ``clean_*_video.pth`` weights and a contiguous frame sequence.
 """
 
 from __future__ import annotations
@@ -11,25 +15,28 @@ from __future__ import annotations
 from typing import TYPE_CHECKING
 
 from .base import Restorer
-from .inpaint import InpaintRestorer
 
 if TYPE_CHECKING:  # avoid importing AppConfig at runtime here (not needed)
     from ...config import AppConfig
 
 
-def build_restorer(name: str = "inpaint", config: "AppConfig | None" = None) -> Restorer:
-    if name == "inpaint":
-        return InpaintRestorer()
+def build_restorer(name: str = "deepmosaics", config: "AppConfig | None" = None) -> Restorer:
+    if config is None:
+        raise ValueError("Для DeepMosaics нужны настройки (config).")
     if name == "deepmosaics":
         from .deepmosaics import DeepMosaicsRestorer
 
-        if config is None:
-            raise ValueError("Для DeepMosaics нужны настройки (config).")
         return DeepMosaicsRestorer(
             config.dm_dir, config.dm_model, config.dm_python, config.dm_gpu
         )
+    if name == "deepmosaics_video":
+        from .deepmosaics import DeepMosaicsVideoRestorer
+
+        return DeepMosaicsVideoRestorer(
+            config.dm_dir, config.dm_model, config.dm_python, config.dm_gpu
+        )
     if name == "lada":
         raise ValueError(
-            "Движок LADA пока не подключён. Используйте DeepMosaics или inpaint. См. README."
+            "Движок LADA пока не подключён. Используйте DeepMosaics. См. README."
         )
     raise ValueError(f"Неизвестный режим восстановления: {name!r}")