🗑️ Remove RKDE (#2455)

* remove rkde

Signed-off-by: Ashwin Vaidya <[email protected]>

* update changelog

Signed-off-by: Ashwin Vaidya <[email protected]>

* Remove R-KDE model references and documentation

Signed-off-by: Ashwin Vaidya <[email protected]>

---------

Signed-off-by: Ashwin Vaidya <[email protected]>

Author: ashwinvaidya17

.github/CODEOWNERS

@@ -41,7 +41,6 @@
 /src/anomalib/models/padim                                  @samet-akcay
 /src/anomalib/models/patchcore                              @djdameln
 /src/anomalib/models/reverse_distillation                   @ashwinvaidya17
-/src/anomalib/models/rkde                                   @djdameln
 /src/anomalib/models/stfpm                                  @samet-akcay
 
 /src/anomalib/post_processing                               @ashwinvaidya17 @djdameln

CHANGELOG.md

@@ -11,6 +11,10 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 - Add `AUPIMO` tutorials notebooks in https://github.com/openvinotoolkit/anomalib/pull/2330 and https://github.com/openvinotoolkit/anomalib/pull/2336
 - Add `AUPIMO` metric by [jpcbertoldo](https://github.com/jpcbertoldo) in https://github.com/openvinotoolkit/anomalib/pull/1726 and refactored by [ashwinvaidya17](https://github.com/ashwinvaidya17) in https://github.com/openvinotoolkit/anomalib/pull/2329
 
+### Removed
+
+- Remove `RKDE` in https://github.com/openvinotoolkit/anomalib/pull/2455
+
 ### Changed
 
 ### Deprecated

configs/README.md

@@ -32,7 +32,6 @@ configs/
     ├── padim.yaml
     ├── patchcore.yaml
     ├── reverse_distillation.yaml
-    ├── rkde.yaml
     └── stfpm.yaml
 
 ```

configs/model/rkde.yaml

@@ -95,13 +95,6 @@ Towards Total Recall in Industrial Anomaly Detection
 Anomaly Detection via Reverse Distillation from One-Class Embedding.
 :::
 
-:::{grid-item-card} {material-regular}`model_training;1.5em` R-KDE
-:link: ./rkde
-:link-type: doc
-
-Region-Based Kernel Density Estimation (RKDE)
-:::
-
 :::{grid-item-card} {material-regular}`model_training;1.5em` STFPM
 :link: ./stfpm
 :link-type: doc
@@ -141,7 +134,6 @@ WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
 ./padim
 ./patchcore
 ./reverse_distillation
-./rkde
 ./stfpm
 ./uflow
 ./winclip

docs/source/markdown/guides/reference/models/image/index.md

@@ -27,7 +27,6 @@
     Padim,
     Patchcore,
     ReverseDistillation,
-    Rkde,
     Stfpm,
     Uflow,
     VlmAd,
@@ -55,7 +54,6 @@ class UnknownModelError(ModuleNotFoundError):
     "Padim",
     "Patchcore",
     "ReverseDistillation",
-    "Rkde",
     "Stfpm",
     "Uflow",
     "VlmAd",

docs/source/markdown/guides/reference/models/image/rkde.md

@@ -17,7 +17,6 @@
 from .padim import Padim
 from .patchcore import Patchcore
 from .reverse_distillation import ReverseDistillation
-from .rkde import Rkde
 from .stfpm import Stfpm
 from .uflow import Uflow
 from .vlm_ad import VlmAd
@@ -38,7 +37,6 @@
     "Padim",
     "Patchcore",
     "ReverseDistillation",
-    "Rkde",
     "Stfpm",
     "Uflow",
     "VlmAd",