Discover essential computer vision concepts like image classification, object detection, semantic segmentation, and optical character recognition (OCR). Learn how these technologies enable machines to analyze images and extract valuable insights for diverse applications.
Table of Contents
Question
Match each computer vision term with its correct definition.
Term:
- Teaching machines to recognize and classify images, such as identifying different types of vehicles in traffic.
- Advanced technique classifying each pixel in an image, such as highlighting different vehicles in a traffic image using specific colors.
- Enabling machines to spot and locate individual objects within images, such as determining the positions of various vehicles in a traffic scene.
- Specialized task locating human faces in images and recognizing individuals based on their facial features.
- Combining machine learning with image analysis to extract insights, generate tags, and create descriptive captions for scenes depicted in images.
- Empowering machines to detect and read text in images, useful for reading signs, store fronts, and extracting information from scanned documents.
Description:
- Image classification
- Object detection
- Semantic segmentation
- Image analysis
- Face detection, analysis, and recognition
- Optical character recognition
Answer
The correct matching for each computer vision term is:
Image classification – Teaching machines to recognize and classify images, such as identifying different types of vehicles in traffic.
Object detection – Enabling machines to spot and locate individual objects within images, such as determining the positions of various vehicles in a traffic scene.
Semantic segmentation – Advanced technique classifying each pixel in an image, such as highlighting different vehicles in a traffic image using specific colors.
Image analysis – Combining machine learning with image analysis to extract insights, generate tags, and create descriptive captions for scenes depicted in images.
Face detection, analysis, and recognition – Specialized task locating human faces in images and recognizing individuals based on their facial features.
Optical character recognition (OCR) – Empowering machines to detect and read text in images, useful for reading signs, store fronts, and extracting information from scanned documents.
Explanation
Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.