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- // @flow
-
- import * as bodyPix from '@tensorflow-models/body-pix';
-
- import {
- CLEAR_INTERVAL,
- INTERVAL_TIMEOUT,
- SET_INTERVAL,
- timerWorkerScript
- } from './TimerWorker';
-
- /**
- * Represents a modified MediaStream that adds blur to video background.
- * <tt>JitsiStreamBlurEffect</tt> does the processing of the original
- * video stream.
- */
- export default class JitsiStreamBlurEffect {
- _bpModel: Object;
- _inputVideoElement: HTMLVideoElement;
- _onMaskFrameTimer: Function;
- _maskFrameTimerWorker: Worker;
- _maskInProgress: boolean;
- _outputCanvasElement: HTMLCanvasElement;
- _renderMask: Function;
- _segmentationData: Object;
- isEnabled: Function;
- startEffect: Function;
- stopEffect: Function;
-
- /**
- * Represents a modified video MediaStream track.
- *
- * @class
- * @param {BodyPix} bpModel - BodyPix model.
- */
- constructor(bpModel: Object) {
- this._bpModel = bpModel;
-
- // Bind event handler so it is only bound once for every instance.
- this._onMaskFrameTimer = this._onMaskFrameTimer.bind(this);
-
- // Workaround for FF issue https://bugzilla.mozilla.org/show_bug.cgi?id=1388974
- this._outputCanvasElement = document.createElement('canvas');
- this._outputCanvasElement.getContext('2d');
- this._inputVideoElement = document.createElement('video');
-
- this._maskFrameTimerWorker = new Worker(timerWorkerScript, { name: 'Blur effect worker' });
- this._maskFrameTimerWorker.onmessage = this._onMaskFrameTimer;
- }
-
- /**
- * EventHandler onmessage for the maskFrameTimerWorker WebWorker.
- *
- * @private
- * @param {EventHandler} response - The onmessage EventHandler parameter.
- * @returns {void}
- */
- async _onMaskFrameTimer(response: Object) {
- if (response.data.id === INTERVAL_TIMEOUT) {
- if (!this._maskInProgress) {
- await this._renderMask();
- }
- }
- }
-
- /**
- * Loop function to render the background mask.
- *
- * @private
- * @returns {void}
- */
- async _renderMask() {
- this._maskInProgress = true;
- this._segmentationData = await this._bpModel.segmentPerson(this._inputVideoElement, {
- internalResolution: 'medium', // resized to 0.5 times of the original resolution before inference
- maxDetections: 1, // max. number of person poses to detect per image
- segmentationThreshold: 0.7 // represents probability that a pixel belongs to a person
- });
- this._maskInProgress = false;
- bodyPix.drawBokehEffect(
- this._outputCanvasElement,
- this._inputVideoElement,
- this._segmentationData,
- 12, // Constant for background blur, integer values between 0-20
- 7 // Constant for edge blur, integer values between 0-20
- );
- }
-
- /**
- * Checks if the local track supports this effect.
- *
- * @param {JitsiLocalTrack} jitsiLocalTrack - Track to apply effect.
- * @returns {boolean} - Returns true if this effect can run on the specified track
- * false otherwise.
- */
- isEnabled(jitsiLocalTrack: Object) {
- return jitsiLocalTrack.isVideoTrack() && jitsiLocalTrack.videoType === 'camera';
- }
-
- /**
- * Starts loop to capture video frame and render the segmentation mask.
- *
- * @param {MediaStream} stream - Stream to be used for processing.
- * @returns {MediaStream} - The stream with the applied effect.
- */
- startEffect(stream: MediaStream) {
- const firstVideoTrack = stream.getVideoTracks()[0];
- const { height, frameRate, width }
- = firstVideoTrack.getSettings ? firstVideoTrack.getSettings() : firstVideoTrack.getConstraints();
-
- this._outputCanvasElement.width = parseInt(width, 10);
- this._outputCanvasElement.height = parseInt(height, 10);
- this._inputVideoElement.width = parseInt(width, 10);
- this._inputVideoElement.height = parseInt(height, 10);
- this._inputVideoElement.autoplay = true;
- this._inputVideoElement.srcObject = stream;
- this._inputVideoElement.onloadeddata = () => {
- this._maskFrameTimerWorker.postMessage({
- id: SET_INTERVAL,
- timeMs: 1000 / parseInt(frameRate, 10)
- });
- };
-
- return this._outputCanvasElement.captureStream(parseInt(frameRate, 10));
- }
-
- /**
- * Stops the capture and render loop.
- *
- * @returns {void}
- */
- stopEffect() {
- this._maskFrameTimerWorker.postMessage({
- id: CLEAR_INTERVAL
- });
- }
- }
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