Dive into the world of AI with this comprehensive tutorial on building a video question-and-answer system. Harness the power of Google Cloud technologies to analyze video clips in detail.
What You’ll Learn:
- Set up & run a pipeline using Vertex AI Pipelines for tasks like object recognition and metadata extraction.
- Develop a web application with Flask, integrating with Vertex AI APIs.
- Understand the ins and outs of using Google’s Video Intelligence services, Vertex AI’s Embedding APIs, and Cloud Storage.
- Leverage AI to gain deep insights from video content, including entities, appearances, and patterns.
Tools & Services Used:
- Google’s Video Intelligence services
- Vertex AI Pipelines, embedding APIs, and foundation models
- Cloud Storage
- Scikit-learn, Kubeflow, and Flask