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