Unlike many rule-based systems that require you to develop a one-size-fits-all model, we apply our specialized knowledge of deep learning models, pre and post processing, and AI infrastructure to develop and deploy a custom AI solution to solve your high variability inspection applications.
We start by identifying the right mix of vision hardware (sensors, cameras, processors) for your application. We then develop, deploy, and support the entire AI system––including data collection, augmentation, model design, model training, system implementation, scaling, and remote monitoring and support––to ensure your AI solution is operating at peak performance for the long term.
You can learn more about the benefits of FactorySmart AI and proven industrial applications by downloading the brochure below, or by visiting the AI intro page.
System Architecture
HOW IT WORKS - ENGAGEMENT WORKFLOW
1
QUALIFICATION
You know your needs best. We work with you to scope the problem and solution.
2
DATA COLLECTION
High volume manufacturing generates tons of data. We start seeing results by sampling just a few hours worth of data.
3
INITIAL MODEL/FEASIBILITY
We apply standard CNN-based models to prototype solutions to fit your inspection challenge.
4
SYSTEM AND MODEL DESIGN
This is where we start to modify off-the-shelf models and pipelines to deliver peak performance.
5
MODEL TRAINING
We train, test, fine-tune then extract the most precise model for deployment.
6
DEPLOYMENT
In just a matter of weeks, we can commission a fully operational production inspection system.
7
SCALE
We benefit from transfer and fleet learning. And so will you. You see significant savings by replicating the first inspection.
8
LIFECYCLE SUPPORT
Analyze inspection data on your cloud-based customer portal, or wait for an alert. We’ve got you covered.
Let’s Talk About FactorySmart® AI Solutions for Your Factory.
Get in touch with one of our experts to discuss the benefits of Machine Learning for your production line.