diff --git a/sdk/cognitiveservices/azure-cognitiveservices-face/CHANGELOG.md b/sdk/cognitiveservices/azure-cognitiveservices-face/CHANGELOG.md
new file mode 100644
index 0000000000000..d291b773784bc
--- /dev/null
+++ b/sdk/cognitiveservices/azure-cognitiveservices-face/CHANGELOG.md
@@ -0,0 +1,13 @@
+# Release History
+
+## 1.0.0-beta.1 (Unreleased)
+
+- Azure FaceClient client library for Java. This package contains Microsoft Azure FaceClient client library.
+
+### Features Added
+
+### Breaking Changes
+
+### Bugs Fixed
+
+### Other Changes
diff --git a/sdk/cognitiveservices/azure-cognitiveservices-face/README.md b/sdk/cognitiveservices/azure-cognitiveservices-face/README.md
new file mode 100644
index 0000000000000..6df080a259f76
--- /dev/null
+++ b/sdk/cognitiveservices/azure-cognitiveservices-face/README.md
@@ -0,0 +1,63 @@
+# Azure FaceClient client library for Java
+
+Azure FaceClient client library for Java.
+
+This package contains Microsoft Azure FaceClient client library.
+
+## Documentation
+
+Various documentation is available to help you get started
+
+- [API reference documentation][docs]
+- [Product documentation][product_documentation]
+
+## Getting started
+
+### Prerequisites
+
+- [Java Development Kit (JDK)][jdk] with version 8 or above
+- [Azure Subscription][azure_subscription]
+
+### Adding the package to your product
+
+[//]: # ({x-version-update-start;com.azure:azure-cognitiveservices-face;current})
+```xml
+<dependency>
+    <groupId>com.azure</groupId>
+    <artifactId>azure-cognitiveservices-face</artifactId>
+    <version>1.0.0-beta.1</version>
+</dependency>
+```
+[//]: # ({x-version-update-end})
+
+### Authentication
+
+[Azure Identity][azure_identity] package provides the default implementation for authenticating the client.
+
+## Key concepts
+
+## Examples
+
+```java com.azure.cognitiveservices.face.readme
+```
+
+## Troubleshooting
+
+## Next steps
+
+## Contributing
+
+For details on contributing to this repository, see the [contributing guide](https://github.com/Azure/azure-sdk-for-java/blob/main/CONTRIBUTING.md).
+
+1. Fork it
+1. Create your feature branch (`git checkout -b my-new-feature`)
+1. Commit your changes (`git commit -am 'Add some feature'`)
+1. Push to the branch (`git push origin my-new-feature`)
+1. Create new Pull Request
+
+<!-- LINKS -->
+[product_documentation]: https://azure.microsoft.com/services/
+[docs]: https://azure.github.io/azure-sdk-for-java/
+[jdk]: https://docs.microsoft.com/java/azure/jdk/
+[azure_subscription]: https://azure.microsoft.com/free/
+[azure_identity]: https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/identity/azure-identity
diff --git a/sdk/cognitiveservices/azure-cognitiveservices-face/pom.xml b/sdk/cognitiveservices/azure-cognitiveservices-face/pom.xml
new file mode 100644
index 0000000000000..d796d76bbbd72
--- /dev/null
+++ b/sdk/cognitiveservices/azure-cognitiveservices-face/pom.xml
@@ -0,0 +1,73 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
+  <modelVersion>4.0.0</modelVersion>
+  <parent>
+    <groupId>com.azure</groupId>
+    <artifactId>azure-client-sdk-parent</artifactId>
+    <version>1.7.0</version> <!-- {x-version-update;com.azure:azure-client-sdk-parent;current} -->
+    <relativePath>../../parents/azure-client-sdk-parent</relativePath>
+  </parent>
+
+  <groupId>com.azure</groupId>
+  <artifactId>azure-cognitiveservices-face</artifactId>
+  <version>1.0.0-beta.1</version> <!-- {x-version-update;com.azure:azure-cognitiveservices-face;current} -->
+  <packaging>jar</packaging>
+
+  <name>Microsoft Azure SDK for FaceClient Management</name>
+  <description>This package contains Microsoft Azure FaceClient client library.</description>
+  <url>https://github.com/Azure/azure-sdk-for-java</url>
+
+  <licenses>
+    <license>
+      <name>The MIT License (MIT)</name>
+      <url>http://opensource.org/licenses/MIT</url>
+      <distribution>repo</distribution>
+    </license>
+  </licenses>
+
+  <scm>
+    <url>https://github.com/Azure/azure-sdk-for-java</url>
+    <connection>scm:git:git@github.com:Azure/azure-sdk-for-java.git</connection>
+    <developerConnection>scm:git:git@github.com:Azure/azure-sdk-for-java.git</developerConnection>
+    <tag>HEAD</tag>
+  </scm>
+  <developers>
+    <developer>
+      <id>microsoft</id>
+      <name>Microsoft</name>
+    </developer>
+  </developers>
+  <properties>
+    <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
+    <jacoco.skip>true</jacoco.skip>
+  </properties>
+  <dependencies>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-core</artifactId>
+      <version>1.25.0</version> <!-- {x-version-update;com.azure:azure-core;dependency} -->
+    </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-core-http-netty</artifactId>
+      <version>1.11.7</version> <!-- {x-version-update;com.azure:azure-core-http-netty;dependency} -->
+    </dependency>
+    <dependency>
+      <groupId>org.junit.jupiter</groupId>
+      <artifactId>junit-jupiter-engine</artifactId>
+      <version>5.8.2</version> <!-- {x-version-update;org.junit.jupiter:junit-jupiter-engine;external_dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-core-test</artifactId>
+      <version>1.7.8</version> <!-- {x-version-update;com.azure:azure-core-test;dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-identity</artifactId>
+      <version>1.4.4</version> <!-- {x-version-update;com.azure:azure-identity;dependency} -->
+      <scope>test</scope>
+    </dependency>
+  </dependencies>
+</project>
diff --git a/sdk/cognitiveservices/azure-cognitiveservices-face/src/samples/java/com/azure/cognitiveservices/face/ReadmeSamples.java b/sdk/cognitiveservices/azure-cognitiveservices-face/src/samples/java/com/azure/cognitiveservices/face/ReadmeSamples.java
new file mode 100644
index 0000000000000..122da82b617c9
--- /dev/null
+++ b/sdk/cognitiveservices/azure-cognitiveservices-face/src/samples/java/com/azure/cognitiveservices/face/ReadmeSamples.java
@@ -0,0 +1,12 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) AutoRest Code Generator.
+
+package com.azure.cognitiveservices.face;
+
+public final class ReadmeSamples {
+    public void readmeSamples() {
+        // BEGIN: com.azure.cognitiveservices.face.readme
+        // END: com.azure.cognitiveservices.face.readme
+    }
+}
diff --git a/sdk/cognitiveservices/azure-cognitiveservices-face/src/test/java/com/azure/cognitiveservices/face/ClientTests.java b/sdk/cognitiveservices/azure-cognitiveservices-face/src/test/java/com/azure/cognitiveservices/face/ClientTests.java
new file mode 100644
index 0000000000000..c3bae94996ea9
--- /dev/null
+++ b/sdk/cognitiveservices/azure-cognitiveservices-face/src/test/java/com/azure/cognitiveservices/face/ClientTests.java
@@ -0,0 +1,152 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) AutoRest Code Generator.
+
+package com.azure.cognitiveservices.face;
+
+import com.azure.core.http.HttpClient;
+import com.azure.core.http.policy.HttpLogDetailLevel;
+import com.azure.core.http.policy.HttpLogOptions;
+import com.azure.core.test.TestBase;
+import com.azure.core.test.TestMode;
+import com.azure.core.test.annotation.DoNotRecord;
+import com.azure.core.util.Configuration;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+public final class ClientTests extends TestBase {
+    private FaceClient faceClient;
+
+    private PersonGroupPersonClient personGroupPersonClient;
+
+    private PersonGroupClient personGroupClient;
+
+    private FaceListClient faceListClient;
+
+    private LargePersonGroupPersonClient largePersonGroupPersonClient;
+
+    private LargePersonGroupClient largePersonGroupClient;
+
+    private LargeFaceListClient largeFaceListClient;
+
+    private SnapshotClient snapshotClient;
+
+    private PersonDirectoryClient personDirectoryClient;
+
+    @BeforeEach
+    public void setup() {
+        FaceClientBuilder faceClientbuilder =
+                new FaceClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            faceClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            faceClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        faceClient = faceClientbuilder.buildClient();
+
+        PersonGroupPersonClientBuilder personGroupPersonClientbuilder =
+                new PersonGroupPersonClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            personGroupPersonClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            personGroupPersonClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        personGroupPersonClient = personGroupPersonClientbuilder.buildClient();
+
+        PersonGroupClientBuilder personGroupClientbuilder =
+                new PersonGroupClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            personGroupClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            personGroupClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        personGroupClient = personGroupClientbuilder.buildClient();
+
+        FaceListClientBuilder faceListClientbuilder =
+                new FaceListClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            faceListClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            faceListClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        faceListClient = faceListClientbuilder.buildClient();
+
+        LargePersonGroupPersonClientBuilder largePersonGroupPersonClientbuilder =
+                new LargePersonGroupPersonClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            largePersonGroupPersonClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            largePersonGroupPersonClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        largePersonGroupPersonClient = largePersonGroupPersonClientbuilder.buildClient();
+
+        LargePersonGroupClientBuilder largePersonGroupClientbuilder =
+                new LargePersonGroupClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            largePersonGroupClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            largePersonGroupClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        largePersonGroupClient = largePersonGroupClientbuilder.buildClient();
+
+        LargeFaceListClientBuilder largeFaceListClientbuilder =
+                new LargeFaceListClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            largeFaceListClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            largeFaceListClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        largeFaceListClient = largeFaceListClientbuilder.buildClient();
+
+        SnapshotClientBuilder snapshotClientbuilder =
+                new SnapshotClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            snapshotClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            snapshotClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        snapshotClient = snapshotClientbuilder.buildClient();
+
+        PersonDirectoryClientBuilder personDirectoryClientbuilder =
+                new PersonDirectoryClientBuilder()
+                        .endpoint(Configuration.getGlobalConfiguration().get("ENDPOINT"))
+                        .httpClient(HttpClient.createDefault())
+                        .httpLogOptions(new HttpLogOptions().setLogLevel(HttpLogDetailLevel.BASIC));
+        if (getTestMode() == TestMode.PLAYBACK) {
+            personDirectoryClientbuilder.httpClient(interceptorManager.getPlaybackClient());
+        } else if (getTestMode() == TestMode.RECORD) {
+            personDirectoryClientbuilder.addPolicy(interceptorManager.getRecordPolicy());
+        }
+        personDirectoryClient = personDirectoryClientbuilder.buildClient();
+    }
+
+    @Test
+    @DoNotRecord(skipInPlayback = true)
+    public void testClient() {
+        // use the builder to create client
+    }
+}
diff --git a/sdk/cognitiveservices/azure-cognitiveservices-face/swagger/README_SPEC.md b/sdk/cognitiveservices/azure-cognitiveservices-face/swagger/README_SPEC.md
new file mode 100644
index 0000000000000..7356f61db6b9d
--- /dev/null
+++ b/sdk/cognitiveservices/azure-cognitiveservices-face/swagger/README_SPEC.md
@@ -0,0 +1,27 @@
+## Generate autorest code
+
+```yaml
+input-files:
+  - /home/vsts/work/1/s/azure-rest-api-specs/specification/cognitiveservices/data-plane/Face/preview/v1.0-preview/Face.json
+output-folder: ../
+java: true
+regenerate-pom: false
+partial-update: true
+generate-sync-async-clients: true
+generate-client-as-impl: true
+generate-client-interfaces: false
+generate-builder-per-client: true
+add-context-parameter: true
+artifact-id: azure-cognitiveservices-face
+low-level-client: true
+sync-methods: all
+generate-samples: true
+license-header: MICROSOFT_MIT_SMALL
+namespace: com.azure.cognitiveservices.face
+context-client-method-parameter: true
+azure-arm: false
+service-versions:
+  - 1.0-preview
+input-file:
+  - ../azure-rest-api-specs/specification/cognitiveservices/data-plane/Face/stable/v1.0/Face.json
+```