From 37 Annotation Hours to 1 with AI-assisted Labeling

The retail 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