diff --git a/pyproject-cpu.toml b/pyproject-cpu.toml
index 50348fa..8c73c04 100644
--- a/pyproject-cpu.toml
+++ b/pyproject-cpu.toml
@@ -1,7 +1,7 @@
 [project]
 name = "winnow"
-version = "0.2.13"
-description = "Immich to Frigate training sets"
+version = "0.4.10"
+description = "Selects diverse, high-quality photos from Immich as training data for Frigate face recognition."
 license = "AGPL-3.0-or-later"
 requires-python = ">=3.13"
 authors = [{ name = "Holden Salomon", email = "holden@arch.fyi" }]
@@ -23,10 +23,6 @@ dependencies = [
     "python-dotenv>=1.2.1",
     "requests>=2.32.5",
     "rich>=14.2.0",
-    "torch>=2.12.0",
-    "torchvision>=0.27.0",
-    "transformers>=5.12.0",
-    "ultralytics>=8.4.66",
 ]
 
 [project.scripts]
@@ -34,25 +30,13 @@ winnow = "winnow.cli:main"
 
 [project.urls]
 Repository = "https://github.com/sudolulo/winnow"
+Changelog = "https://github.com/sudolulo/winnow/blob/main/CHANGELOG.md"
 
 [tool.uv]
 required-environments = [
     "sys_platform == 'linux' and platform_machine == 'x86_64'",
 ]
 
-[tool.uv.sources]
-torch = [
-    { index = "pytorch-cpu", marker = "sys_platform == 'linux' and platform_machine == 'x86_64'" },
-]
-torchvision = [
-    { index = "pytorch-cpu", marker = "sys_platform == 'linux' and platform_machine == 'x86_64'" },
-]
-
-[[tool.uv.index]]
-name = "pytorch-cpu"
-url = "https://download.pytorch.org/whl/cpu"
-explicit = true
-
 [dependency-groups]
 dev = [
     "pytest>=8.0",
@@ -81,9 +65,6 @@ numpy = "numpy"
 onnxruntime = "onnxruntime"
 requests = "requests"
 rich = "rich"
-torch = "torch"
-transformers = "transformers"
-ultralytics = "ultralytics"
 
 [tool.pytest.ini_options]
 testpaths = ["tests"]
diff --git a/pyproject-intel.toml b/pyproject-intel.toml
index 3cedf81..e50234b 100644
--- a/pyproject-intel.toml
+++ b/pyproject-intel.toml
@@ -1,7 +1,7 @@
 [project]
 name = "winnow"
-version = "0.2.13"
-description = "Immich to Frigate training sets"
+version = "0.4.10"
+description = "Selects diverse, high-quality photos from Immich as training data for Frigate face recognition."
 license = "AGPL-3.0-or-later"
 requires-python = ">=3.13"
 authors = [{ name = "Holden Salomon", email = "holden@arch.fyi" }]
@@ -23,10 +23,6 @@ dependencies = [
     "python-dotenv>=1.2.1",
     "requests>=2.32.5",
     "rich>=14.2.0",
-    "torch>=2.12.0",
-    "torchvision>=0.27.0",
-    "transformers>=5.12.0",
-    "ultralytics>=8.4.66",
 ]
 
 [project.scripts]
@@ -34,6 +30,7 @@ winnow = "winnow.cli:main"
 
 [project.urls]
 Repository = "https://github.com/sudolulo/winnow"
+Changelog = "https://github.com/sudolulo/winnow/blob/main/CHANGELOG.md"
 
 [tool.uv]
 conflicts = [
@@ -47,19 +44,6 @@ required-environments = [
     "sys_platform == 'linux' and platform_machine == 'x86_64'",
 ]
 
-[tool.uv.sources]
-torch = [
-    { index = "pytorch-cpu", marker = "sys_platform == 'linux' and platform_machine == 'x86_64'" },
-]
-torchvision = [
-    { index = "pytorch-cpu", marker = "sys_platform == 'linux' and platform_machine == 'x86_64'" },
-]
-
-[[tool.uv.index]]
-name = "pytorch-cpu"
-url = "https://download.pytorch.org/whl/cpu"
-explicit = true
-
 [dependency-groups]
 dev = [
     "pytest>=8.0",
@@ -88,9 +72,6 @@ numpy = "numpy"
 onnxruntime-openvino = "onnxruntime"
 requests = "requests"
 rich = "rich"
-torch = "torch"
-transformers = "transformers"
-ultralytics = "ultralytics"
 
 [tool.deptry.per_rule_ignores]
 DEP002 = ["onnxruntime-openvino"]
diff --git a/pyproject-rocm.toml b/pyproject-rocm.toml
index 289edfd..7600361 100644
--- a/pyproject-rocm.toml
+++ b/pyproject-rocm.toml
@@ -1,7 +1,7 @@
 [project]
 name = "winnow"
-version = "0.2.13"
-description = "Immich to Frigate training sets"
+version = "0.4.10"
+description = "Selects diverse, high-quality photos from Immich as training data for Frigate face recognition."
 license = "AGPL-3.0-or-later"
 requires-python = ">=3.13"
 authors = [{ name = "Holden Salomon", email = "holden@arch.fyi" }]
@@ -23,10 +23,6 @@ dependencies = [
     "python-dotenv>=1.2.1",
     "requests>=2.32.5",
     "rich>=14.2.0",
-    "torch>=2.5.0",
-    "torchvision>=0.20.0",
-    "transformers>=5.12.0",
-    "ultralytics>=8.4.66",
 ]
 
 [project.scripts]
@@ -34,6 +30,7 @@ winnow = "winnow.cli:main"
 
 [project.urls]
 Repository = "https://github.com/sudolulo/winnow"
+Changelog = "https://github.com/sudolulo/winnow/blob/main/CHANGELOG.md"
 
 [tool.uv]
 index-strategy = "unsafe-best-match"
@@ -48,18 +45,6 @@ required-environments = [
     "sys_platform == 'linux' and platform_machine == 'x86_64'",
 ]
 
-[tool.uv.sources]
-torch = [
-    { index = "pytorch-rocm63", marker = "sys_platform == 'linux' and platform_machine == 'x86_64'" },
-]
-torchvision = [
-    { index = "pytorch-rocm63", marker = "sys_platform == 'linux' and platform_machine == 'x86_64'" },
-]
-
-[[tool.uv.index]]
-name = "pytorch-rocm63"
-url = "https://download.pytorch.org/whl/rocm6.3"
-
 [dependency-groups]
 dev = [
     "pytest>=8.0",
@@ -88,9 +73,6 @@ numpy = "numpy"
 onnxruntime-rocm = "onnxruntime"
 requests = "requests"
 rich = "rich"
-torch = "torch"
-transformers = "transformers"
-ultralytics = "ultralytics"
 
 [tool.deptry.per_rule_ignores]
 DEP002 = ["onnxruntime-rocm"]
diff --git a/winnow/immich_api.py b/winnow/immich_api.py
index 59cac53..d3332be 100644
--- a/winnow/immich_api.py
+++ b/winnow/immich_api.py
@@ -108,7 +108,7 @@ def fetch_all_assets(person: dict) -> list[dict]:
 
 
 def fetch_face_data(asset_id: str, person_id: str | None = None) -> FaceData | None:
-    """Fetch pre-computed face data (embedding, bbox, confidence) from Immich.
+    """Fetch pre-computed face data (bbox, confidence) from Immich.
 
     Queries GET /api/faces?id={asset_id} to retrieve face detection results
     that Immich already computed using InsightFace Buffalo_L.