Overview
Activities:
- Set up a high-performance cloud environment optimized for real-time image processing and character recognition on logistics packages.
- Developed a computer vision solution based on OCR to accurately read and extract alphanumeric data from shipping labels on packages.
- Leveraged pre-trained deep learning models and fine-tuned them to improve recognition accuracy in a variety of lighting conditions and on different packaging types.
- Integrated the OCR solution seamlessly with the company’s logistics management software to automate package tracking and improve overall operational workflow.
Deliverables:
- A completely configured cloud environment with Amazon SageMaker for custom machine learning model training and deployment.
- Full integration with the existing logistics management software for seamless data flow and real-time tracking.
- A fully automated character recognition system that enhances the speed and accuracy of package processing.
Outcomes:
- Increased accuracy in reading package labels, reducing manual errors and improving tracking reliability.
- Significant reduction in processing times, optimizing the workflow and allowing faster package handling.
- Enhanced operational efficiency through the automation of label reading, freeing up resources for more critical tasks.
Highlights
- BIX Tech implemented a tailored OCR-based computer vision solution that accurately reads characters on shipping labels, ensuring quick and reliable package identification. This automation streamlined package processing, minimized human error, and improved operational efficiency across the logistics pipeline
- By automating the data extraction and integration process, BIX Tech enhanced the overall logistics workflow, reducing manual intervention and minimizing errors. This streamlined approach not only improved tracking accuracy but also provided real-time insights into package status, enabling more efficient decision-making and faster delivery times.
- The cloud-based OCR solution provided scalable efficiency, allowing the company to handle increased logistics volume without compromising on processing speed or accuracy. The ability to expand the solution as the business grows ensured long-term operational effectiveness and contributed to sustained business success.
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Based in Florida and working with a nearshore team from Latin America, BIX Tech is committed to delivering high-quality support to ensure your success. We provide comprehensive assistance throughout the lifecycle of your solution, from setup to ongoing maintenance, ensuring seamless performance and reliability. With over 1,000 successful projects delivered, we’ve empowered clients across diverse industries to reach remarkable milestones.
Phone Support: Available during business hours (ET) at (786) 388-0986.
Email Support: Reach us at info@bix-tech.com for inquiries, technical support, and consultations.
Our site: https://bix-tech.com/
Our expert team is here to assist with any technical challenges, providing timely and effective solutions to help you maximize the value of our services.