https://selvamsubbiah.com/tags/manipulate-an-image-in-browser/Recent content in Manipulate-an-Image-in-Browser on Selvam SubbiahHugo -- 0.154.3en-usSat, 11 Dec 2021 00:00:00 +0000https://selvamsubbiah.com/remove-restore-segments-of-an-image-in-the-browser-using-deeplab-model/Sat, 11 Dec 2021 00:00:00 +0000https://selvamsubbiah.com/remove-restore-segments-of-an-image-in-the-browser-using-deeplab-model/<p>This article is a continuation of the <a href="https://selvamsubbiah.com/semantic-image-segmentation-in-browser-using-deeplab/">previous article</a> on <a href="https://en.wikipedia.org/wiki/Image_segmentation" target="_blank" rel="noopener noreferrer">Semantic Image Segmentation</a> in the browser using <a href="https://www.tensorflow.org/js" target="_blank" rel="noopener noreferrer">TensorFlow.js</a> pre-trained <a href="https://github.com/tensorflow/tfjs-models/tree/master/deeplab" target="_blank" rel="noopener noreferrer">DeepLab</a> model. Here, we will use the DeepLab model’s output to manipulate specific parts of the image based on user selection. Essentially, we will allow the user to remove or restore a specific segment of an image that corresponds to an object class identified by the model.</p> <figure> <p><img alt="deeplab - image segmentation demo" loading="lazy" src="https://selvamsubbiah.com/remove-restore-segments-of-an-image-in-the-browser-using-deeplab-model/images/remove-restore-deeplab-demo-output.gif"></p>