Uncover the best computer vision approach for reading runner numbers in race photos. Explore options like facial recognition, optical character recognition (OCR), semantic segmentation, and object detection. Optimize your photo processing for precise runner identification in your race event images.
Table of Contents
Question
You are processing photos of runners in a race.
You need to read the numbers on the runners’ shirts to identity the runners in the photos.
Which type of computer vision should you use?
A. facial recognition
B. optical character recognition (OCR)
C. semantic segmentation
D. object detection
Answer
B. optical character recognition (OCR)
Explanation
Optical character recognition (OCR) allows you to extract printed or handwritten text from images and documents.
The correct answer is B. optical character recognition (OCR). OCR is a type of computer vision that can extract text from images and convert it into a machine-readable format. OCR can be used to read the numbers on the runners’ shirts and identify the runners in the photos. OCR can also handle different fonts, sizes, orientations, and languages of text.
The other options are not suitable for this task because:
- A. facial recognition is a type of computer vision that can identify and verify the identity of a person based on their facial features. Facial recognition can be used to recognize the faces of the runners, but not the numbers on their shirts.
- C. semantic segmentation is a type of computer vision that can divide an image into regions and assign a label to each region based on its semantic meaning. Semantic segmentation can be used to separate the runners from the background, but not to read the numbers on their shirts.
- D. object detection is a type of computer vision that can locate and classify objects in an image. Object detection can be used to find the runners and their shirts in the image, but not to read the numbers on their shirts.
Reference
Microsoft Learn > Azure > Cognitive Services > Computer Vision > OCR – Optical Character Recognition
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