[AZ-180] Enhance setup and improve inference logging

- Added a new Cython extension for the engine factory to the setup configuration.
- Updated the inference module to include additional logging for video batch processing and annotation callbacks.
- Refactored test cases to standardize the detection endpoint responses and include channel IDs in headers for better event handling.

e2e/tests/test_tiling.py

@@ -28,22 +28,13 @@ def _assert_no_same_label_near_duplicate_centers(detections):
 
 
 @pytest.mark.slow
-def test_ft_p_04_gsd_based_tiling_ac1(image_detect, image_large, warm_engine):
-    body, _ = image_detect(
-        image_large, "img.jpg",
-        config=json.dumps(_GSD),
-        timeout=_TILING_TIMEOUT,
-    )
-    assert isinstance(body, list)
-    _assert_coords_normalized(body)
-
-
-@pytest.mark.slow
-def test_ft_p_16_tile_boundary_deduplication_ac2(image_detect, image_large, warm_engine):
+def test_ft_p04_p16_gsd_tiling_and_deduplication(image_detect, image_large, warm_engine):
+    # Assert
     body, _ = image_detect(
         image_large, "img.jpg",
         config=json.dumps({**_GSD, "big_image_tile_overlap_percent": 20}),
         timeout=_TILING_TIMEOUT,
     )
     assert isinstance(body, list)
+    _assert_coords_normalized(body)
     _assert_no_same_label_near_duplicate_centers(body)