How we streamlined a manufacturing inspection process using an Amazon Rekognition solution

Continue Reading

Benefits: Efficiency, accuracy, and adaptability

Outstanding Cost Efficiency: Our solution reduced our client’s previous cost of inspecting a single PCB component using their Google Cloud solution by an incredible 99%. These savings will continue to grow with higher volumes, thanks to Rekognition’s low hourly inference rate of just $4. Training and scaling the model are equally affordable, at only $1 per hour.

Exceptional Accuracy: Our solution not only slashed costs but also delivered outstanding performance, achieving an impressive 99.66% accuracy in detecting components on PCB boards. This high level of precision ensures reliable quality control.

Rapid Development and Implementation: zeb designed and developed this innovative solution in just one week. While not every solution can come this swiftly, our team’s ability to quickly understand a client’s needs and deliver a high-quality, effective solution is one of our greatest strengths.

Efficient Model Management: The solution we built is highly adaptable, featuring a robust system for model management that allows for easy updates. With a new dataset uploaded to Amazon S3 and a simple API trigger, the model can automatically update itself with the latest data. Additionally, Amazon Rekognition can be started or stopped as needed, giving our client complete control.

Organized Data Management: A versioning pipeline preserves previous datasets whenever new ones are added to update the model, ensuring data is never lost. This organized approach to data management makes it easier to track changes and maintain high standards of quality.

Partner with zeb today

Transforming your manufacturing operations with technology is easier than you think. As your strategic partner, our team will assess your specific needs and objectives and tailor the right solution using our expertise and proprietary methodology. Let’s have a conversation – contact us below.