AWS Certified AI Practitioner AIF-C01 Practice Question
A transportation company wants software that can automatically detect and count vehicles seen in live traffic camera footage. Which branch of AI specifically focuses on enabling algorithms to interpret information contained in images or video frames to perform such a task?
Computer vision is the branch of AI that enables machines to understand and extract meaningful information from visual inputs such as photos and video. Counting vehicles requires identifying objects within each frame, a classic computer vision problem. Natural language processing deals with text and speech, reinforcement learning focuses on learning through feedback from actions, and time-series forecasting models numeric sequences over time; none of these directly address interpreting raw visual data.
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How does computer vision identify objects in images or video frames?
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What is a Convolutional Neural Network (CNN) and its role in computer vision?
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How are live video feeds processed for computer vision tasks?
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What is computer vision in AI?
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How does computer vision detect objects in images or video?
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What are some real-world applications of computer vision?
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AWS Certified AI Practitioner AIF-C01
Fundamentals of AI and ML
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