diff --git a/cvat-ui/src/components/create-task-page/advanced-configuration-form.tsx b/cvat-ui/src/components/create-task-page/advanced-configuration-form.tsx
index b8d85eef210..7ffcbbc0890 100644
--- a/cvat-ui/src/components/create-task-page/advanced-configuration-form.tsx
+++ b/cvat-ui/src/components/create-task-page/advanced-configuration-form.tsx
@@ -30,7 +30,7 @@ export interface AdvancedConfiguration {
     lfs: boolean;
     repository?: string;
     useZipChunks: boolean;
-    dataChunkSize: number;
+    dataChunkSize?: number;
 }
 
 type Props = FormComponentProps & {
@@ -38,6 +38,52 @@ type Props = FormComponentProps & {
     installedGit: boolean;
 };
 
+function isPositiveInteger(_: any, value: any, callback: any): void {
+    if (!value) {
+        callback();
+        return;
+    }
+
+    const intValue = +value;
+    if (Number.isNaN(intValue)
+        || !Number.isInteger(intValue) || intValue < 1) {
+        callback('Value must be a positive integer');
+    }
+
+    callback();
+}
+
+function isNonNegativeInteger(_: any, value: any, callback: any): void {
+    if (!value) {
+        callback();
+        return;
+    }
+
+    const intValue = +value;
+    if (Number.isNaN(intValue) || intValue < 0) {
+        callback('Value must be a non negative integer');
+    }
+
+    callback();
+}
+
+function isIntegerRange(min: number, max: number, _: any, value: any, callback: any): void {
+    if (!value) {
+        callback();
+        return;
+    }
+
+    const intValue = +value;
+    if (Number.isNaN(intValue)
+        || !Number.isInteger(intValue)
+        || intValue < min || intValue > max
+    ) {
+        callback(`Value must be an integer [${min}, ${max}]`);
+    }
+
+    callback();
+}
+
 class AdvancedConfigurationForm extends React.PureComponent<Props> {
     public submit(): Promise<void> {
         return new Promise((resolve, reject) => {
@@ -51,6 +97,16 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
                     const filteredValues = { ...values };
                     delete filteredValues.frameStep;
 
+                    if (values.overlapSize && +values.segmentSize <= +values.overlapSize) {
+                        reject(new Error('Overlap size must be more than segment size'));
+                    }
+
+                    if (typeof (values.startFrame) !== 'undefined' && typeof (values.stopFrame) !== 'undefined'
+                        && +values.stopFrame < +values.startFrame
+                    ) {
+                        reject(new Error('Stop frame must be more or equal start frame'));
+                    }
+
                     onSubmit({
                         ...values,
                         frameFilter: values.frameStep ? `step=${values.frameStep}` : undefined,
@@ -96,14 +152,14 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
                         initialValue: 70,
                         rules: [{
                             required: true,
-                            message: 'This field is required',
+                            message: 'The field is required.',
+                        }, {
+                            validator: isIntegerRange.bind(null, 5, 100),
                         }],
                     })(
                         <Input
                             size='large'
                             type='number'
-                            min={5}
-                            max={100}
                             suffix={<Icon type='percentage' />}
                         />,
                     )}
@@ -118,7 +174,11 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
         return (
             <Form.Item label={<span>Overlap size</span>}>
                 <Tooltip title='Defines a number of intersected frames between different segments'>
-                    {form.getFieldDecorator('overlapSize')(
+                    {form.getFieldDecorator('overlapSize', {
+                        rules: [{
+                            validator: isNonNegativeInteger,
+                        }],
+                    })(
                         <Input size='large' type='number' />,
                     )}
                 </Tooltip>
@@ -132,7 +192,11 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
         return (
             <Form.Item label={<span>Segment size</span>}>
                 <Tooltip title='Defines a number of frames in a segment'>
-                    {form.getFieldDecorator('segmentSize')(
+                    {form.getFieldDecorator('segmentSize', {
+                        rules: [{
+                            validator: isPositiveInteger,
+                        }],
+                    })(
                         <Input size='large' type='number' />,
                     )}
                 </Tooltip>
@@ -145,7 +209,11 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
 
         return (
             <Form.Item label={<span>Start frame</span>}>
-                {form.getFieldDecorator('startFrame')(
+                {form.getFieldDecorator('startFrame', {
+                    rules: [{
+                        validator: isNonNegativeInteger,
+                    }],
+                })(
                     <Input
                         size='large'
                         type='number'
@@ -162,7 +230,11 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
 
         return (
             <Form.Item label={<span>Stop frame</span>}>
-                {form.getFieldDecorator('stopFrame')(
+                {form.getFieldDecorator('stopFrame', {
+                    rules: [{
+                        validator: isNonNegativeInteger,
+                    }],
+                })(
                     <Input
                         size='large'
                         type='number'
@@ -179,7 +251,11 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
 
         return (
             <Form.Item label={<span>Frame step</span>}>
-                {form.getFieldDecorator('frameStep')(
+                {form.getFieldDecorator('frameStep', {
+                    rules: [{
+                        validator: isPositiveInteger,
+                    }],
+                })(
                     <Input
                         size='large'
                         type='number'
@@ -314,8 +390,30 @@ class AdvancedConfigurationForm extends React.PureComponent<Props> {
 
         return (
             <Form.Item label={<span>Chunk size</span>}>
-                <Tooltip title='Defines a number of frames in one chunk'>
-                    {form.getFieldDecorator('dataChunkSize')(
+                <Tooltip
+                    title={(
+                        <>
+                            Defines a number of frames to be packed in
+                            a chunk when send from client to server.
+                            Server defines automatically if empty.
+                            <br />
+                            Recommended values:
+                            <br />
+                            1080p or less: 36
+                            <br />
+                            2k or less: 8 - 16
+                            <br />
+                            4k or less: 4 - 8
+                            <br />
+                            More: 1 - 4
+                        </>
+                    )}
+                >
+                    {form.getFieldDecorator('dataChunkSize', {
+                        rules: [{
+                            validator: isPositiveInteger,
+                        }],
+                    })(
                         <Input size='large' type='number' />,
                     )}
                 </Tooltip>
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 1432dcd8747..ca81c2d7254 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
@@ -142,10 +142,10 @@ export default class CreateTaskContent extends React.PureComponent<Props, State>
             }).then((): void => {
                 const { onCreate } = this.props;
                 onCreate(this.state);
-            }).catch((): void => {
+            }).catch((error: Error): void => {
                 notification.error({
                     message: 'Could not create a task',
-                    description: 'Please, check configuration you specified',
+                    description: error.toString(),
                 });
             });
     };