https://blog.sksoumik.com/tags/image-segmentation/ Recent content in image segmentation on Sadman Kabir Soumik Hugo -- gohugo.io en Copyright © 2022, Sadman Kabir Soumik Fri, 04 Mar 2022 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/one-stage-two-stage-segmentation-difference/ Fri, 04 Mar 2022 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/one-stage-two-stage-segmentation-difference/ In computer vision, image segmentation refers to the process of dividing an image into distinct regions or segments, each corresponding to a different object or background. There are two main approaches to image segmentation: one-stage and two-stage. One-stage image segmentation methods aim to directly predict a segmentation mask for the entire image in a single pass. These methods are typically faster and more efficient than two-stage methods, but they may be less accurate and less flexible.