diff --git a/CHANGELOG.md b/CHANGELOG.md
index 783ba09cc3f1b1fb8608aab082965350f5e4a54a..1582131ecb1efa23fbe9174f3a1e62246b7dff26 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -54,6 +54,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Fixed issue when save filtered object in AAM (<https://github.com/openvinotoolkit/cvat/pull/3401>)
 - Context image disappears after undo/redo (<https://github.com/openvinotoolkit/cvat/pull/3416>)
 - Using combined data sources (directory and image) when create a task (<https://github.com/openvinotoolkit/cvat/pull/3424>)
+- Creating task with labels in project (<https://github.com/openvinotoolkit/cvat/pull/3454>)
 
 ### Security
 
diff --git a/cvat-ui/package-lock.json b/cvat-ui/package-lock.json
index 71ecb471969e210ae02bffd9eaa1020723e4e505..e1a4936e74c50a93e3db79ffb1f69b9236a1460e 100644
--- a/cvat-ui/package-lock.json
+++ b/cvat-ui/package-lock.json
@@ -1,6 +1,6 @@
 {
   "name": "cvat-ui",
-  "version": "1.21.0",
+  "version": "1.21.1",
   "lockfileVersion": 1,
   "requires": true,
   "dependencies": {
diff --git a/cvat-ui/package.json b/cvat-ui/package.json
index ae6d753afc37f79ec461b947304c8e08c6568e6c..b3bb6360c2a1bd5f9963c8307326f5505ea8f392 100644
--- a/cvat-ui/package.json
+++ b/cvat-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "cvat-ui",
-  "version": "1.21.0",
+  "version": "1.21.1",
   "description": "CVAT single-page application",
   "main": "src/index.tsx",
   "scripts": {
diff --git a/cvat-ui/src/components/create-task-page/create-task-content.tsx b/cvat-ui/src/components/create-task-page/create-task-content.tsx
index 9221889c785e8ac37448258198ff0aac362abc46..d23b42d7377b122379892b0d29426debf389c1fe 100644
--- a/cvat-ui/src/components/create-task-page/create-task-content.tsx
+++ b/cvat-ui/src/components/create-task-page/create-task-content.tsx
@@ -103,9 +103,10 @@ class CreateTaskContent extends React.PureComponent<Props & RouteComponentProps,
 
             this.fileManagerContainer.reset();
 
-            this.setState({
+            this.setState((state) => ({
                 ...defaultState,
-            });
+                projectId: state.projectId,
+            }));
         }
     }
 
@@ -127,10 +128,11 @@ class CreateTaskContent extends React.PureComponent<Props & RouteComponentProps,
     private handleProjectIdChange = (value: null | number): void => {
         const { projectId, subset } = this.state;
 
-        this.setState({
+        this.setState((state) => ({
             projectId: value,
             subset: value && value === projectId ? subset : '',
-        });
+            labels: value ? [] : state.labels,
+        }));
     };
 
     private handleSubmitBasicConfiguration = (values: BaseConfiguration): void => {
diff --git a/cvat-ui/src/components/create-task-page/project-search-field.tsx b/cvat-ui/src/components/create-task-page/project-search-field.tsx
index b37c236dac7847e889da008550c1c0fcdfb461c8..f85c35ca103ba11732520f3818aeed3954735086 100644
--- a/cvat-ui/src/components/create-task-page/project-search-field.tsx
+++ b/cvat-ui/src/components/create-task-page/project-search-field.tsx
@@ -28,15 +28,11 @@ export default function ProjectSearchField(props: Props): JSX.Element {
     const [projects, setProjects] = useState<Project[]>([]);
 
     const handleSearch = (searchValue: string): void => {
-        if (searchValue) {
-            core.projects.searchNames(searchValue).then((result: Project[]) => {
-                if (result) {
-                    setProjects(result);
-                }
-            });
-        } else {
-            setProjects([]);
-        }
+        core.projects.searchNames(searchValue).then((result: Project[]) => {
+            if (result) {
+                setProjects(result);
+            }
+        });
         setSearchPhrase(searchValue);
         onSelect(null);
     };
diff --git a/tests/cypress/integration/actions_projects_models/issue_2900_creating_more_one_tasks_from_project_per_time.js b/tests/cypress/integration/actions_projects_models/issue_2900_creating_more_one_tasks_from_project_per_time.js
index 91d6b8c5de014bc2c8fd96f50b81c431e9d297c4..83f8f72ba96b4bf68c57d0d942505a3ad73fb939 100644
--- a/tests/cypress/integration/actions_projects_models/issue_2900_creating_more_one_tasks_from_project_per_time.js
+++ b/tests/cypress/integration/actions_projects_models/issue_2900_creating_more_one_tasks_from_project_per_time.js
@@ -24,25 +24,11 @@ context('Create more than one task per time when create from project.', () => {
     const imagesFolder = `cypress/fixtures/${imageFileName}`;
     const directoryToArchive = imagesFolder;
 
-    function createTask(nameTaskToCreate, repeatCreation) {
-        let projectSearchField;
-        if (!repeatCreation) {
-            projectSearchField = projectName;
-        } else {
-            projectSearchField = '';
-        }
+    function createTask(nameTaskToCreate) {
         cy.get('[id="name"]').clear().type(nameTaskToCreate);
         cy.get('.cvat-project-search-field').within(() => {
-            cy.get('[type="search"]').should('have.value', projectSearchField);
+            cy.get('[type="search"]').should('have.value', projectName);
         });
-        if (repeatCreation) {
-            cy.get('.cvat-project-search-field').click();
-            cy.get('.ant-select-dropdown')
-                .not('.ant-select-dropdown-hidden')
-                .within(() => {
-                    cy.get(`.ant-select-item-option[title="${projectName}"]`).click();
-                });
-        }
         cy.get('.cvat-constructor-viewer-new-item').should('not.exist');
         cy.get('input[type="file"]').attachFile(archiveName, { subjectType: 'drag-n-drop' });
         cy.contains('button', 'Submit').click();
@@ -59,8 +45,8 @@ context('Create more than one task per time when create from project.', () => {
     describe(`Testing "Issue ${issueID}"`, () => {
         it('Create more than one task per time from project.', () => {
             cy.get('#cvat-create-task-button').click();
-            createTask(taskName.firstTask, false);
-            createTask(taskName.secondTask, true);
+            createTask(taskName.firstTask);
+            createTask(taskName.secondTask);
         });
 
         it('The tasks successfully created. Remove the project.', () => {