Computer Vision Object Detection: challenges faced

Some years ago, finding and classifying individual objects within an image was an extremely difficult task. Today, with the help of computer vision, digital devices can simply and quickly identify the content of images, which opens new ways of visual data understanding and analysis across different fields. Devices equipped with object detection find objects, draw rectangular bounding boxes around them, and determine the class of each detected object. Object detection applications are used in many different industries, including Retail, Sport, Healthcare, Marketing, Interior Design, Agriculture, Construction, Public Safety, Transportation, and more. A good example of using computer vision object detection is a system for football schools designed to improve the quality of training analytics and in-club competitions.