Parcel Management Revolutionized with AI-Powered Automation

Challenges

• The initial challenge was to orient the detected bill at a 0-degree angle.
• Developing an ETL pipeline to ingest real-time data for instant predictions.
• Reducing inference time to efficiently process the maximum number of parcel packages in the shortest possible time.

• Our development team including AI developers proposed an interactive desktop application enriched with advanced AI models. These models encompass a state-of-the-art computer vision system for precise bill detection, robust OCR technology for comprehensive text extraction from detected bills, and a customized NER model tailored to extract vital information, such as Tracking ID, Shipping Company, and unique GC numbers.
• Additionally, the solution encompasses the capability to measure parcel weight and seamlessly generate unique QR codes for printing. Importantly, our AI models are engineered to continually learn and adapt to real-time scenarios, ensuring top-notch performance and accuracy. The seamless integration of these features and AI models within the desktop application offers an efficient and tailored solution for your specific requirements.