Merchandising & Store OpsSaturday, August 15, 2026
Computer vision automates planogram compliance across 7,000 stores
A computer vision system deployed across more than 7,000 7-Eleven locations in Taiwan monitors shelf compliance in real time to address out-of-stocks.
The numbers
- 7,000 Number of 7-Eleven stores in Taiwan where the system is deployed
- 99.23% Precision achieved by the shelf detection model
- 98.93% Recall achieved by the shelf detection model
- 99.41% mAP@50 achieved by the shelf detection model
- 94.61% Precision achieved by the product detection model