Case Study: Leading Waste Management Company achieves 90%+ accurate, rapid waste-stream object detection with TransPerfect DataForce

DataForce streamlines intelligent waste management system through data labeling and annotation

Leading Waste Management Company needed to annotate images and videos captured from garbage trucks to identify and flag objects entering incorrect waste streams. They engaged TransPerfect’s DataForce to provide large-scale video labeling and annotation support.

TransPerfect’s DataForce deployed teams of annotators and quality reviewers to place bounding boxes and label each object by composition, attributes, and color, labeling thousands of images in days with over 90% accuracy. The labeled dataset enabled the customer’s model to reliably detect mis-sorted items, accelerating model training and deployment while leveraging DataForce’s global community of 1,000,000 members and multilingual expertise under TransPerfect’s oversight.