Google Cloud Digital LeaderData and AI with Google CloudMedium
A media streaming company needs to process petabytes of video content to extract metadata like object detection, scene changes, and inappropriate content flagging. This process is computationally intensive and needs to be highly scalable and automated. Which Google Cloud AI service is best suited for this task?
- ACloud Natural Language API
- BCloud Vision AI
- CVideo Intelligence API
- DCloud Speech-to-Text
Show answer & explanationAnswer & explanation
Correct answer: C. Video Intelligence API
The Video Intelligence API is specifically designed for analyzing video content. It can detect objects, events, and content within videos, extract metadata, and flag inappropriate content, all at scale.
Why the other options are wrong
- A. Cloud Natural Language API analyzes text, not video.
- B. Cloud Vision AI analyzes images, not full video streams.
- D. Cloud Speech-to-Text converts audio to text, not video analysis.
Video Intelligence API
The Video Intelligence API is a powerful machine learning service that enables developers to analyze video content, extracting metadata about entities, sentiments, and events within the video.
- Detects objects, places, and actions within video frames and segments.
- Identifies explicit content for moderation.
- Detects scene changes and shot boundaries.
- Offers both pre-trained models and custom AutoML capabilities for video.
Memory trick: For 'Video' content, use the 'Video Intelligence' API.