STACKDIVISION

Few-Shot Product Detection

In this project, we developed an advanced object detection system using the robust Detectron2 framework. Tailored for few-shot learning, our solution excels at recognizing and identifying products in images with limited training data. This capability greatly reduces the need for extensive datasets and significantly increases the system’s versatility, enabling it to adapt quickly to new product introductions or variations.

High-Value Liquor Goods Warehouse Supervision

We implemented a multi-faceted AI solution to oversee high-value liquor goods in warehouses. Using advanced algorithms for person detection and tracking, we ensure stringent security and prevent unauthorized access. Our system also employs QR code detection for streamlined inventory management, providing a comprehensive and efficient system to protect and oversee valuable stock.

Smart Home AI Assistant

Our smart home AI assistant revolutionizes the concept of personalized living. This intelligent system learns from the inhabitants’ behavior patterns and proactively suggests home settings based on the time of day, season, and day type. Its ability to adapt and evolve over time makes it a truly personalized assistant that continually enhances its understanding of users’ preferences, providing an unprecedented level of comfort and convenience.

Smart Drink Rack

This project involves the development of a smart drink rack powered by the YOLO3 architecture. Our solution efficiently tracks the inventory on the rack, including the count and brand of the drink bottles. It enables real-time inventory management, reducing manual labor and the risk of errors. This smart solution is designed to streamline operations in any establishment that maintains a large assortment of drink bottles. The POC was developed for Maspex company.

Retail Analytics Tool with Proprietary Algorithm

We have created a sophisticated retail analytics tool that aids businesses in gaining actionable insights about their customers. Using a proprietary algorithm, our system not only counts the number of customers but also determines their age and gender, helping retailers tailor their marketing strategies effectively. This advanced tool equips businesses with the knowledge they need to enhance customer experiences and drive profitability. The POC was developed in a selected KOMFORT store.

ANPR Analytics for BP Gas Station Chain

In this project, we developed a comprehensive Automatic Number Plate Recognition (ANPR) solution for a BP gas station chain to combat fuel theft. The challenge lay in effectively monitoring and managing the high-volume traffic at two particularly busy stations in the southern part of Poland, which had been significantly affected by incidents of gas theft. Our system successfully identifies and tracks vehicles throughout the premises, enabling station operators to swiftly detect suspicious activities. This robust solution has proved instrumental in deterring fuel theft and enhancing overall station management, ensuring a safer and more efficient environment for both customers and staff.

ANPR-Based Advanced Pass System with Infrasound Car Type Analytics and Mobile Applications

We developed an advanced pass system for cars and trucks, featuring a unique blend of technology and user-friendly design. Utilizing Automatic Number Plate Recognition (ANPR), the system effectively manages vehicle access while capturing key data. We’ve also integrated an innovative infrasound sensor to analyze vehicle types, providing additional insight into the traffic flow.

To further enhance security and streamline operations, we designed two separate mobile applications. One is intended for security guards, enabling them to verify the goods transported by each vehicle, thereby increasing transparency and reducing the potential for theft or loss. This tool not only helps track the contents of each vehicle but also maintains a comprehensive log of inspections, ensuring accountability and easy retrieval of information.

The other app is designed for tenants, providing them with an intuitive interface to accept pass requests from visitors and supply information about the goods they are expecting to receive. This system puts tenants in control of their deliveries and visitors, ensuring an efficient and secure process. Together, these solutions offer an all-encompassing pass system that not only significantly improves security but also streamlines the overall operation of vehicle and goods management.