Video Labeling for Efficient Waste Management

DataForce streamlines intelligent waste management system through data labeling and annotation.

The Problem

A waste management industry leader came to us looking to annotate key items in their waste streams by reviewing images and videos of trash as it is being collected by garbage trucks into the hopper. The resulting model determines which objects have entered the incorrect waste stream.

The Solution

To label thousands of images in a matter of days, our team of annotators and quality reviewers identified objects entering the waste stream and placed bounding boxes to indicate their location. Each object was labeled according to a pre-defined taxonomy by its composition, attributes, and color at a rate of over 90% accuracy.

Waste Management