Luke Davies-Cooke June 13, 2022

37x Increase in Labeling Efficiency for Restaurant Automation Provider

blog image

The restaurant automation provider tracked objects across different views & replaced 37 annotation hours with 1.


Tracking objects across different views coupled with changing weather & lighting conditions led to annotation inconsistencies & high costs.


Deployed Encord's micro-model & interpolation modules to track objects across different views, enforce consistency, & increase labeling efficiency.


37x increase in labeling efficiency. Annotation accuracy increased from 94% to 99%.

  • 37X faster than manual labeling
  • 4pp accuracy boost
  • 99% annotation accuracy