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Answer: AutoML Video Intelligence Classification, A combination of Vision AI and Cloud Video Intelligence AI
AutoML Video Intelligence Classification (D) is the best choice for this scenario because it allows for the customization of the pre-trained Video Intelligence GCP system to meet specific needs, such as identifying and tracking particular entities with custom tags, which is crucial for detecting unauthorized individuals and vehicles. A combination of Vision AI and Cloud Video Intelligence AI (E) could also be considered for scenarios where both image and video analysis are required, but it may involve more complexity and higher costs. Vision AI (A) is incorrect as it is designed for image analysis, not video. Cloud Video Intelligence AI (B) is incorrect because it is a pre-configured service that cannot be tailored for specific requirements. AI Infrastructure (C) is incorrect since it focuses on managing hardware configurations for ML systems, not on video analysis.
Author: LeetQuiz Editorial Team
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Your team is tasked with developing a machine learning model to enhance security in restricted campus areas through video surveillance. The model must automatically detect and classify unauthorized individuals and vehicles, especially during specific times, with minimal manual intervention. Given the constraints of cost, scalability, and the need for customization to recognize specific entities, which of the following GCP services would be the BEST choice to accomplish this task? Choose the two most appropriate options.
A
Vision AI
B
Cloud Video Intelligence AI
C
AI Infrastructure
D
AutoML Video Intelligence Classification
E
A combination of Vision AI and Cloud Video Intelligence AI
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