Vision-Based Automatic Groceries Tracking System - Smart Homes

With advanced AI, while every industry is growing at rocket speed, the smart home industry has not reached the next-generation level. A home can only be called a real smart home when it’s completely smart. When it can understand residents' needs and fulfill them in a timely manner. One of the important tasks of maintaining a home is timely groceries tracking and supply maintenance. Grocery tracking models are very famous in the retail industry. But they cannot be applied to home fridge groceries detection as the home fridge/ groceries closet environment is very complicated compared to retail shelving data. In this paper, home grocery tracking problem is resolved by combining retail shelving data with real-time 360 view data points collected data of home groceries storage. By integrating this vision-based object detection system with the supply chain system, grocery tracking, and supply maintenance become completely automated