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How to Enable Computer Vision on a Lakehouse, Part 1 - The Databricks Blog

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Read Rise of the Data Lakehouse to explore why lakehouses are the data architecture of the future with the father of the data warehouse, Bill Inmon. The potential for computer vision applications to transform retail and manufacturing operations, as explored in the blog Tackle Unseen Quality, Operations and Safety Challenges with Lakehouse enabled Computer Vision, can not be overstated. That said, numerous technical challenges prevent organizations from realizing this potential. In this first introductory installment of our multi-part technical series on the development and implementation of computer vision applications, we dig deeper into these challenges and explore the foundational patterns employed for data ingestion, model training and model deployment. The unique nature of image data means we need to carefully consider how we manage these information assets, and the integration of trained models with frontline applications means we need to consider some non-traditional deployment

Enable Computer Vision on a Lakehouse | Databricks Blog Skip to main content Read Rise of the Data Lakehouse to explore why lakehouses are the data architecture of the future with the father of the data warehouse, Bill Inmon. The potential for computer vision applications to transform retail and manufacturing operations, as explored in the blog Tackle Unseen Quality, Operations and Safety Challenges with Lakehouse enabled Computer Vision , can not be overstated. That said, numerous technical challenges prevent organizations from realizing this potential. In this first introductory installment

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