
Luke Davies-Cooke •June 13, 2022
37x Increase in Labeling Efficiency for Restaurant Automation Provider

The restaurant automation provider tracked objects across different views & replaced 37 annotation hours with 1.
Problem
Tracking objects across different views coupled with changing weather & lighting conditions led to annotation inconsistencies & high costs.
Solution
Deployed Encord's micro-model & interpolation modules to track objects across different views, enforce consistency, & increase labeling efficiency.
Results
37x increase in labeling efficiency. Annotation accuracy increased from 94% to 99%.
- 37X faster than manual labeling
- 4pp accuracy boost
- 99% annotation accuracy