diff --git a/react/features/face-landmarks/FaceLandmarksDetector.ts b/react/features/face-landmarks/FaceLandmarksDetector.ts
index e22c3c8d4..7fe803f2f 100644
--- a/react/features/face-landmarks/FaceLandmarksDetector.ts
+++ b/react/features/face-landmarks/FaceLandmarksDetector.ts
@@ -7,7 +7,6 @@ import { getBaseUrl } from '../base/util/helpers';
 import {
     addFaceExpression,
     clearFaceExpressionBuffer,
-    faceLandmarkDetectionStopped,
     newFaceBox
 } from './actions';
 import {
@@ -249,7 +248,6 @@ class FaceLandmarksDetector {
         this.detectionInterval = null;
         this.imageCapture = null;
         this.recognitionActive = false;
-        dispatch(faceLandmarkDetectionStopped(Date.now()));
         logger.log('Stop face detection');
     }
 
diff --git a/react/features/face-landmarks/actionTypes.ts b/react/features/face-landmarks/actionTypes.ts
index c21468aee..e4231f934 100644
--- a/react/features/face-landmarks/actionTypes.ts
+++ b/react/features/face-landmarks/actionTypes.ts
@@ -49,12 +49,3 @@ export const UPDATE_FACE_COORDINATES = 'UPDATE_FACE_COORDINATES';
  * }
  */
  export const NEW_FACE_COORDINATES = 'NEW_FACE_COORDINATES';
-
- /**
-  * Redux action type dispatched in order to signal that the face landmarks detection stopped.
-  * {
-  *      type: FACE_LANDMARK_DETECTION_STOPPED,
-  *      timestamp: number,
-  * }
-*/
-export const FACE_LANDMARK_DETECTION_STOPPED = 'FACE_LANDMARK_DETECTION_STOPPED';
diff --git a/react/features/face-landmarks/actions.ts b/react/features/face-landmarks/actions.ts
index e353eac4f..a603a0313 100644
--- a/react/features/face-landmarks/actions.ts
+++ b/react/features/face-landmarks/actions.ts
@@ -6,7 +6,6 @@ import {
     ADD_FACE_EXPRESSION,
     ADD_TO_FACE_EXPRESSIONS_BUFFER,
     CLEAR_FACE_EXPRESSIONS_BUFFER,
-    FACE_LANDMARK_DETECTION_STOPPED,
     NEW_FACE_COORDINATES
 } from './actionTypes';
 import { FaceBox } from './types';
@@ -69,16 +68,3 @@ export function newFaceBox(faceBox: FaceBox): AnyAction {
         faceBox
     };
 }
-
-/**
- * Dispatches the face landmarks detection stopped event in order to be sent to services.
- *
- * @param {number} timestamp - The timestamp when the camera was off.
- * @returns {AnyAction}
- */
-export function faceLandmarkDetectionStopped(timestamp: number): AnyAction {
-    return {
-        type: FACE_LANDMARK_DETECTION_STOPPED,
-        timestamp
-    };
-}
diff --git a/react/features/rtcstats/middleware.ts b/react/features/rtcstats/middleware.ts
index 739b5c3f0..fbe0cf838 100644
--- a/react/features/rtcstats/middleware.ts
+++ b/react/features/rtcstats/middleware.ts
@@ -14,7 +14,7 @@ import MiddlewareRegistry from '../base/redux/MiddlewareRegistry';
 import { TRACK_ADDED, TRACK_UPDATED } from '../base/tracks/actionTypes';
 import { getCurrentRoomId, isInBreakoutRoom } from '../breakout-rooms/functions';
 import { extractFqnFromPath } from '../dynamic-branding/functions.any';
-import { ADD_FACE_EXPRESSION, FACE_LANDMARK_DETECTION_STOPPED } from '../face-landmarks/actionTypes';
+import { ADD_FACE_EXPRESSION } from '../face-landmarks/actionTypes';
 
 import RTCStats from './RTCStats';
 import {
@@ -118,8 +118,16 @@ MiddlewareRegistry.register((store: IStore) => (next: Function) => (action: AnyA
     }
     case TRACK_UPDATED: {
         if (canSendRtcstatsData(state)) {
-            const { videoType, jitsiTrack } = action?.track || { };
-            const { ssrc } = jitsiTrack || { };
+            const { videoType, jitsiTrack, muted } = action?.track || { };
+            const { ssrc, isLocal, videoType: trackVideoType, conference } = jitsiTrack || { };
+
+            if (trackVideoType === 'camera' && conference && isLocal()) {
+                RTCStats.sendFaceLandmarksData({
+                    duration: 0,
+                    faceLandmarks: muted ? 'camera-off' : 'camera-on',
+                    timestamp: Date.now()
+                });
+            }
 
             // if the videoType of the remote track has changed we expect to find it in track.videoType. grep for
             // trackVideoTypeChanged.
@@ -157,18 +165,16 @@ MiddlewareRegistry.register((store: IStore) => (next: Function) => (action: AnyA
         break;
     }
     case ADD_FACE_EXPRESSION:
-    case FACE_LANDMARK_DETECTION_STOPPED: {
         if (canSendFaceLandmarksRtcstatsData(state)) {
             const { duration, faceExpression, timestamp } = action;
 
             RTCStats.sendFaceLandmarksData({
-                duration: duration ?? 0,
-                faceLandmarks: faceExpression ?? 'detection-off',
+                duration,
+                faceLandmarks: faceExpression,
                 timestamp
             });
         }
         break;
-    }
     case CONFERENCE_TIMESTAMP_CHANGED: {
         if (canSendRtcstatsData(state)) {
             const { conferenceTimestamp } = action;