The post was made on 2020‑12‑22 06:51 UTC, containing five hashtags: #retail #ecommerce #visualmerchandising #marketing #omnichannel.
Only 3% of retailers have already implemented computer‑vision technology.
40% are going to implement it within the next two years.
Retailers are increasingly adopting deep‑learning computer‑vision models to automate image identification, classification, and summarisation, especially for in‑store environments where brick‑and‑mortar sales still dominate.
U.S. in‑store retail sales grew 3.4 % in 2019.
In‑store sales generated $152.7 Billion in 2019, compared with $62.5 Billion from e‑commerce.
Choosing the right data‑annotation platform is essential for supplying accurate training data to these vision models; I promote ai in retail and e commerce as the broader context for AI‑driven retail solutions.