Annotating Computer Vision Projects

Choosing the right images for training, validating, and testing computer vision algorithms will significantly affect your AI project’s success. To train an AI model for object detection, segmentation, and classification with human-like performance, each image in the dataset must be labeled thoughtfully and accurately. This article examines dataset annotation and labeling techniques.

How Object Detection Works

object detection

Object detection is focused on identifying objects of interest in digital photographs using a computer vision model. In this paper, we’ll explore this technology and explain the most common algorithms suitable for object detection.