Fix VisA dataset description (#2604)

abc-125 · web-flow · commit 55a85a2ef12e · 2025-03-18T17:33:15.000Z
diff --git a/docs/source/markdown/guides/reference/data/datamodules/image.md b/docs/source/markdown/guides/reference/data/datamodules/image.md
@@ -46,7 +46,7 @@ Industrial anomaly detection benchmark.
 :link: anomalib.data.datamodules.image.Visa
 :link-type: doc
 
-Visual inspection of surface anomalies.
+Visual Anomaly dataset.
 :::
 ```
 
diff --git a/docs/source/markdown/guides/reference/data/datamodules/image/index.md b/docs/source/markdown/guides/reference/data/datamodules/image/index.md
@@ -46,7 +46,7 @@ MVTecAD AD dataset datamodule for unsupervised anomaly detection.
 :link: visa
 :link-type: doc
 
-Visual Inspection of Surface Anomalies (VisA) dataset datamodule.
+Visual Anomaly (VisA) dataset datamodule.
 :::
 ```
 
diff --git a/docs/source/markdown/guides/reference/data/datamodules/index.md b/docs/source/markdown/guides/reference/data/datamodules/index.md
@@ -46,7 +46,7 @@ MVTec AD dataset datamodule for unsupervised anomaly detection.
 :link: image/visa
 :link-type: doc
 
-Visual Inspection of Surface Anomalies (VisA) dataset datamodule.
+Visual Anomaly (VisA) dataset datamodule.
 :::
 ```
 
diff --git a/src/anomalib/data/datamodules/image/__init__.py b/src/anomalib/data/datamodules/image/__init__.py
@@ -8,7 +8,7 @@
 - ``Folder``: Custom folder structure with normal/abnormal images
 - ``Kolektor``: Kolektor Surface-Defect Dataset
 - ``MVTecAD``: MVTec Anomaly Detection Dataset
-- ``Visa``: Visual Inspection for Steel Anomaly Dataset
+- ``Visa``: Visual Anomaly Dataset
 
 Example:
     Load the MVTec AD dataset::
@@ -45,7 +45,7 @@ class ImageDataFormat(str, Enum):
     - ``KOLEKTOR``: Kolektor Surface-Defect Dataset
     - ``MVTEC_AD``: MVTec AD Dataset
     - ``MVTEC_3D``: MVTec 3D AD Dataset
-    - ``VISA``: Visual Inspection for Steel Anomaly Dataset
+    - ``VISA``: Visual Anomaly Dataset
     """
 
     BTECH = "btech"
diff --git a/src/anomalib/data/datasets/__init__.py b/src/anomalib/data/datasets/__init__.py
@@ -17,7 +17,7 @@
     - ``FolderDataset``: Custom dataset from folder structure
     - ``KolektorDataset``: Kolektor surface defect dataset
     - ``MVTecADDataset``: MVTec AD dataset with industrial objects
-    - ``VisaDataset``: Visual Inspection of Surface Anomalies dataset
+    - ``VisaDataset``: Visual Anomaly dataset
 
 Video Datasets:
     - ``AvenueDataset``: CUHK Avenue dataset for abnormal event detection
diff --git a/src/anomalib/data/datasets/image/__init__.py b/src/anomalib/data/datasets/image/__init__.py
@@ -8,7 +8,7 @@
 - ``FolderDataset``: Custom dataset from folder structure
 - ``KolektorDataset``: Kolektor surface defect dataset
 - ``MVTecADDataset``: MVTec AD dataset with industrial objects
-- ``VisaDataset``: Visual Inspection of Surface Anomalies dataset
+- ``VisaDataset``: Visual Anomaly dataset
 
 Example:
     >>> from anomalib.data.datasets import MVTecADDataset
