Connect Active Learning Data Collector to other blocks to build a custom workflow
Sample images and model predictions from a workflow and upload them back to a Roboflow
project.
This block is useful for:
1. Gathering data for use in training a new model, from scratch, or;
2. Gathering data to improve an existing model.
This block uses an Active Learning Configuration to determine how to configure active
learning. The Configuration specification allows you to determine a sampling strategy,
such s random sampling or threshold sampling.
To learn more about active learning configurations, refer to the Inference Active
Learning Configuration documentation.
Connect pre-trained models, open source models, LLM APIs, advanced logic, and external applications. Deploy as an API endpoint, on-prem, or at the edge.
