Training Computer Vision Models with BigQuery Data

BigQuery

BigQuery is a cloud-based data warehousing solution that is part of the Google Cloud Platform (GCP). It is designed to handle large amounts of data and is used by businesses of all sizes. One of the reasons BigQuery is so popular is because it is fast and scalable. It can handle large amounts of data quickly and efficiently, making it ideal for businesses that need to process large amounts of data. BigQuery also has native integrations with the most popular BI tools. This means you can connect tables to Data Studio, Looker, Power BI, Tableau, and other visualization tools with a few clicks.

Computer Vision Models

Computer vision (CV) is a field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos and other visual inputs and take actions or make recommendations based on that information. It trains convolutional neural networks to develop human-like vision capabilities for applications. Using digital images from cameras and videos and deep learning models, machines can accurately identify and classify objects and then react to what they see. Computer vision has many applications such as facial recognition, autonomous vehicles, medical imaging, robotics, surveillance, and more.
With the growing popularity of both BigQuery for storage and computer vision models for AI deployments, it is unsurprising that many organizations are seeking to train computer vision models using data in BigQuery. Kaspian offers native connectors for this operation. Just register your BigQuery datastore and link your model training job; Kaspian's autoscaling compute layer makes it easy to train and deploy computer vision models using any data in your cloud with minimal setup or management.
Learn more about Kaspian and see how our flexible compute layer for the modern data cloud is already reshaping the way companies in industries like retail, manufacturing and logistics are thinking about data engineering and analytics.

Get started today

No credit card needed