Essential Best Practices for Image Labeling: A Complete Guide for Model Accuracy

Image labeling or image annotation is the cornerstone of computer vision. It is the process of assigning meaningful labels or annotations to image data to enable computer vision models to learn patterns and make predictions. Whether it is object detection, image classification, or image segmentation, accurate image labels provide the necessary context so that models can effectively interpret image data.