Cigarette Detection At POSM
Overview
Project Name: BAT Cigarette Packet Detection
Duration: 6 months
Team: AI Engineers, UX Designers, cloud architects, software developers, and a project manager.
Project Goals
Customization
To tailor an object detection system specifically for the Bangladesh market, capable of identifying and analysing cigarette packets in various conditions and settings.
Accuracy
Ensuring high precision in detecting new versus old cigarette packets, counting them, and verifying the sequence of display for market analysis.
Scalability
Designed to handle the vast retail landscape of Bangladesh, scaling as required to accommodate growing data from sales representatives.
Features
YOLO v8 Integration
Utilise the latest in object detection technology with YOLO v8 for swift and reliable identification of cigarette packets in images.
Continuous Learning
Implement a system that re-trains the model with new packet designs to keep the detection algorithm up to date.
Cloud Deployment
A robust Flask app deployed on the cloud, allowing for high availability and accessibility across the country.
User Interface
An intuitive interface for sales representatives to upload POSM images with ease.
Impact
Sales Analysis
Provides real-time insights into the distribution and display of cigarette packets across retail points in Bangladesh.
Market Compliance
Assists in ensuring that the sequence and presentation of packets meet company standards and regulations.
Inventory Management
Aids in inventory tracking by identifying old and new stock at various outlets.
Future Enhancements
Real-time Analytics
Incorporate live data feeds for immediate object detection and reporting.
Extended Object Library
Expand the capability of the system to detect additional products beyond cigarette packets.
Mobile Integration
Develop a dedicated mobile application to streamline the image uploading process for sales representatives.
Conclusion
BAT Cigarette Packet Detection is a state-of-the-art object detection system uniquely designed to revolutionise market analysis and inventory management in Bangladesh’s retail sector. By combining cutting-edge technology with user-friendly functionality, it stands to provide invaluable data to drive strategic business decisions and enhance compliance and marketing effectiveness. With its deployment in the cloud and continuous learning features, it is poised to remain relevant and adaptable to the dynamic commercial landscape.