In this tutorial, we showcase how to build an object detection ETL pipeline using VDP and create a Cow Counter dashboard with Metabase to provide farm cattle insights.
VDP and Streamlit are a perfect match if you work with ML/Data and would like to build Computer Vision prototypes fast to share with your team, clients or the world.
VDP is the single point of visual data integration, where users can sync visual data from anywhere into centralised warehouses or applications, just like how the modern data stack handles structured data.
To fix the broken value chain in the modern data stack for unstructured visual data, we propose integrating with a component, named visual data preparation.
We aim to build tools to streamline the process of distilling the value of unstructured visual data across all stakeholders in the modern data stack, to ultimately benefit all size organisations.