https://selvamsubbiah.com/tags/change-background-of-video/Recent content in Change-Background-of-Video on Selvam SubbiahHugo -- 0.154.3en-usMon, 04 Oct 2021 00:00:00 +0000https://selvamsubbiah.com/change-background-for-videos-using-tensorflow-js/Mon, 04 Oct 2021 00:00:00 +0000https://selvamsubbiah.com/change-background-for-videos-using-tensorflow-js/<p>As most of us are working from home now, it has become a normal thing to set a custom background for our video calls through popular apps such as Zoom or Microsoft Teams. In this article, we will look at how to change the background for live webcam videos using <a href="https://www.tensorflow.org/js" target="_blank" rel="noopener noreferrer">TensorFlow.js</a> .</p> <figure> <p><img alt="Person Segmentation" loading="lazy" src="https://selvamsubbiah.com/change-background-for-videos-using-tensorflow-js/images/Person-Segmentation.png"></p> <figcaption> <p><em>Person Segmentation in action</em></p> </figcaption> </figure> <p>We will be making use of the <a href="https://github.com/tensorflow/tfjs-models/tree/master/body-pix" target="_blank" rel="noopener noreferrer">BodyPix model</a> which is a pre-trained <a href="https://www.tensorflow.org/js" target="_blank" rel="noopener noreferrer">TensorFlow.js</a> model. This model performs image segmentation - specifically person and human body parts segmentation.</p>