add hint for missing models

ANOMALY_THRESHOLD changed

Co-authored-by: frasu <frasu@noreply.localhost>
Reviewed-on: #19

pdm.lock

@@ -5,7 +5,7 @@
 groups = ["default", "dev", "lint", "nb", "tests"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:80c4f12ed395aff33031d8f355fb80685376a4283dc025567f8a8f3ab45e77c1"
+content_hash = "sha256:68a0d82fb8cdbb8c525191dfbd6b290c14ccb7b60e44ae1d07760f21fe43bb5e"
 
 [[metadata.targets]]
 requires_python = ">=3.11,<3.14"
@@ -901,6 +901,18 @@ files = [
     {file = "dopt_basics-0.2.4.tar.gz", hash = "sha256:c21fbe183bec5eab4cfd1404e10baca670035801596960822d0019e6e885983f"},
 ]
 
+[[package]]
+name = "dotenv"
+version = "0.9.9"
+summary = "Deprecated package"
+groups = ["default"]
+dependencies = [
+    "python-dotenv",
+]
+files = [
+    {file = "dotenv-0.9.9-py2.py3-none-any.whl", hash = "sha256:29cf74a087b31dafdb5a446b6d7e11cbce8ed2741540e2339c69fbef92c94ce9"},
+]
+
 [[package]]
 name = "einops"
 version = "0.8.1"
@@ -3161,7 +3173,7 @@ name = "python-dotenv"
 version = "1.1.1"
 requires_python = ">=3.9"
 summary = "Read key-value pairs from a .env file and set them as environment variables"
-groups = ["dev"]
+groups = ["default", "dev"]
 files = [
     {file = "python_dotenv-1.1.1-py3-none-any.whl", hash = "sha256:31f23644fe2602f88ff55e1f5c79ba497e01224ee7737937930c448e4d0e24dc"},
     {file = "python_dotenv-1.1.1.tar.gz", hash = "sha256:a8a6399716257f45be6a007360200409fce5cda2661e3dec71d23dc15f6189ab"},

pyproject.toml

@@ -1,11 +1,11 @@
 [project]
 name = "dopt-sensor-anomalies"
-version = "0.1.4"
+version = "0.1.5"
 description = "anomaly detection for sensor images for quality assurance processes"
 authors = [
     {name = "d-opt GmbH (resp.: Florian Foerster)", email = "f.foerster@d-opt.com"},
 ]
-dependencies = ["imutils>=0.5.4", "dopt-basics>=0.2.4", "numpy>=2.2.6", "open-clip-torch>=3.2.0", "anomalib==2.1.0"]
+dependencies = ["imutils>=0.5.4", "dopt-basics>=0.2.4", "numpy>=2.2.6", "open-clip-torch>=3.2.0", "anomalib==2.1.0", "dotenv>=0.9.9"]
 requires-python = "<3.14,>=3.11"
 readme = "README.md"
 license = {text = "LicenseRef-Proprietary"}
@@ -77,7 +77,7 @@ directory = "reports/coverage"
 
 
 [tool.bumpversion]
-current_version = "0.1.4"
+current_version = "0.1.5"
 parse = """(?x)
     (?P<major>0|[1-9]\\d*)\\.
     (?P<minor>0|[1-9]\\d*)\\.

src/dopt_sensor_anomalies/constants.py

@@ -9,7 +9,7 @@ THRESHOLD_BW: Final[int] = 63
 BACKBONE: Final[str] = "wide_resnet50_2"
 LAYERS: Final[tuple[str, ...]] = ("layer1", "layer2", "layer3")
 RATIO: Final[float] = 0.01
-ANOMALY_THRESHOLD: Final[float] = 0.2
+ANOMALY_THRESHOLD: Final[float] = 0.14
 
 NUM_VALID_ELECTRODES: Final[int] = 6
 HEATMAP_FILENAME_SUFFIX: Final[str] = "_Heatmap"

tests/_models/README.md

@@ -0,0 +1,3 @@
+**PLACE MODELS IN THIS FOLDER**
+
+The model files are too large. Download the files from our internal distribution channel (primarily cloud).