We all know what image annotation is. It is a process of making an object traceable and recognized by machines. Now, there are two ways to do it: Manual and Automated Image Annotation. While during a manual annotation, a human annotator selects regions and adds...
Semantic segmentation vs Instance Segmentation are two approaches in computer vision that allow machines to understand and interpret visual data at the pixel level. Even though both techniques segment images into meaningful regions, they are different in how they...
Image annotation is the process of labeling parts of an image to help AI understand and interpret visual data. These labels transform raw images into meaningful datasets that artificial intelligence (AI) systems use to learn how to recognize and classify objects in...
Machines and AI do not see faces in the human sense, but they are adept at identifying humans using unique facial features. Your phone also uses these principles to recognize your face and unlock it. That brings us to the question: What does it take for AI to...
How computers understand images is an interesting question. With autonomous vehicles and artificial intelligence taking center stage, understanding computer vision has become even more important. Now, the fact that machines need external support to view and understand...
Image classification has become a crucial part of computer vision. The reason is that the technology has eased understanding images using machines without human intervention. This way, you will find the images you are looking for without wasting time browsing through...
