Introduction to CV — Chapter Summary
ICSE · Class 12 · Artificial Intelligence
Summary of Introduction to CV for ICSE Class 12 Artificial Intelligence. Part of the ICSE Class 12 Artificial Intelligence syllabus.
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Overview
Computer Vision is a field of artificial intelligence that trains computers to interpret and understand the visual world. It is a domain of AI that helps a machine get and analyse visual information and then make decisions about it. The chapter introduces the idea that visual data can be converted i
Key Concepts
Computer Vision is a branch
Computer Vision is a branch of artificial intelligence that trains computers to interpret and understand images and videos from the visual world. It w
Computer Vision has expanded rapidly because
Computer Vision has expanded rapidly because more than 3 billion images are shared online every day and computing power is now widely available.
Image Classification is the task
Image Classification is the task of assigning an input image’s label from a fixed set of categories. It is commonly performed using CNNs.
This task identifies what object
This task identifies what object is present in an image and also identifies its location. It is used only for single objects.
Object Detection finds instances of real
Object Detection finds instances of real-world objects such as faces, bicycles, and buildings in images or videos. It identifies both what objects are
Learning Objectives
- Understand the meaning of Computer Vision
- Learn the main applications of Computer Vision in real life
- Identify the key Computer Vision tasks such as image classification, object detection, facial recognition, color detection, and object tracking
- Understand pixels, resolution, RGB images, and grayscale images
- Learn the role of OpenCV in image and video processing
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