Using image analytics to monitor retail store shelves


Using image analytics to monitor the contents and status of retail store shelves is an rising trend with increasing business importance. Detecting and identifying multiple objects on store shelves involves a range of technical challenges. The explicit nature of product package style, the arrangement of products on shelves, and the necessity to work in unconstrained environments are simply a few of the issues that has to be addressed. We have a tendency to justify how we addressed these challenges in an exceedingly system for monitoring planogram compliance, developed as half of a project with Tesco, a giant multinational retailer. The new system offers store personnel an instant view of shelf status and a listing of action things for restocking shelves. The core of the system relies on its ability to attain high rates of product recognition, despite the terribly tiny visual differences between some product. This paper covers how state-of-the-art ways for object detection behave when applied to the current problem. We tend to conjointly describe the innovative aspects of our implementation for size-scale-invariant product recognition and fine-grained classification.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :Grid interfaced solar photovoltaic system using ZA-LMS based mostly management algorithmaABSTRACT:Renewable energy sources such as solar photovoltaic can meet increasing energy demand in countries where there is
PROJECT TITLE :Normal Harmonic Search Algorithm Primarily based MPPT forSolar PV System and Integrated with Grid using Reduced Sensor Approach and PNKLMS AlgorithmABSTRACT:This paper deals with a unique reduced sensor strategy,
PROJECT TITLE :Primary frequency control using hierarchal fuzzy logic for a windfarm based mostly on SCIG connected to electrical networkABSTRACT:This paper proposes a hierarchal PI-fuzzy-PI (PIFPI) controller for a wind farm based
PROJECT TITLE :Performance Improvement of Grid Integrated SolarPV System using DNLMS Control AlgorithmABSTRACT:An integration of renewable sources based distributed generating systems encounters various power quality issues because
PROJECT TITLE :Smart Trailer : Automatic generation of movie trailer using only subtitles - 2018ABSTRACT:With the large growth rate in user-generated videos, it is changing into increasingly important to be able to navigate them

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry