diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7015908c..d1b623b1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -39,6 +39,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Incorrect work when copy job list with "Copy" button (<https://github.com/openvinotoolkit/cvat/pull/3749>)
 - Iterating over manifest (<https://github.com/openvinotoolkit/cvat/pull/3792>)
 - Manifest removing (<https://github.com/openvinotoolkit/cvat/pull/3791>)
+- Fixed dextr deployment (<https://github.com/openvinotoolkit/cvat/pull/3820>)
 - Migration of `dataset_repo` application (<https://github.com/openvinotoolkit/cvat/pull/3827>)
 
 ### Security
diff --git a/serverless/openvino/dextr/nuclio/function.yaml b/serverless/openvino/dextr/nuclio/function.yaml
index b996c0d8..0bb97721 100644
--- a/serverless/openvino/dextr/nuclio/function.yaml
+++ b/serverless/openvino/dextr/nuclio/function.yaml
@@ -38,7 +38,7 @@ spec:
         - kind: RUN
           value: unzip dextr_model_v1.zip
         - kind: RUN
-          value: pip3 install Pillow
+          value: pip3 install -U pip && pip3 install wheel Pillow
 
   triggers:
     myHttpTrigger:
diff --git a/site/content/en/docs/contributing/setup-additional-components.md b/site/content/en/docs/contributing/setup-additional-components.md
index fcb7b4a0..4f59d9b4 100644
--- a/site/content/en/docs/contributing/setup-additional-components.md
+++ b/site/content/en/docs/contributing/setup-additional-components.md
@@ -25,7 +25,7 @@ nuctl create project cvat
 ```bash
 nuctl deploy --project-name cvat \
     --path serverless/openvino/dextr/nuclio \
-    --volume `pwd`/serverless/openvino/common:/opt/nuclio/common \
+    --volume `pwd`/serverless/common:/opt/nuclio/common \
     --platform local
 ```