https://selvamsubbiah.com/tags/deep-image-labeling/Recent content in Deep-Image-Labeling on Selvam SubbiahHugo -- 0.154.3en-usSun, 05 Dec 2021 00:00:00 +0000https://selvamsubbiah.com/semantic-image-segmentation-in-browser-using-deeplab/Sun, 05 Dec 2021 00:00:00 +0000https://selvamsubbiah.com/semantic-image-segmentation-in-browser-using-deeplab/<p>In Computer Vision, one of the main challenges is to understand an image at a higher level like the way we humans do, i.e., to identify the objects, their location and their surroundings to make sense of the scene captured in the image. <a href="https://en.wikipedia.org/wiki/Image_segmentation" target="_blank" rel="noopener noreferrer">Semantic Image Segmentation</a> is the process of identifying the objects present in the image and labelling each pixel by associating it to an identified object class. Semantic Image Segmentation can be applied to a wide variety of use cases such as human body segmentation, separating the background from foreground in an image, and understanding the surroundings for self-driving cars, just to name a few.</p>