Gaining Insight From Image Data in Databricks Using Multi-Modal Foundation Model API

Unlock the hidden potential in your image data without specialized computer vision expertise! This session explores how to leverage Databricks' multi-modal Foundation Model APIs to analyze, classify and extract insights from visual content. Learn how Databricks provides a unified API to understand images using powerful foundation models within your data workflows.

Key takeaways:

• Implementing efficient workflows for image data processing within your Databricks lakehouse
• Understanding multi-modal foundation models for image understanding
• Integrating image analysis with other data types for business insights
• Using OpenAI-compatible APIs to query multi-modal models
• Building end-to-end pipelines from image ingestion to model deployment

Whether analyzing product images, processing visual documents or building content moderation systems, you'll discover how to extract valuable insights from your image data within the Databricks ecosystem.