Accelerate AI development
with synthetic data
How it Works
Our Offer To You
One technology. Two ways to deliver value.
Syn AI
Let Us Use SightHub For You
Syn Trainer
Take Control & Use SightHub Yourself
The SightHub
One platform to mange the whole AI application lifecycle.
Upload, annotate and manage your data.
Upload your data (in case you have some), group it into datasets and define which objects and classes you want to teach your model. You can easily annotate the data for various tasks such as object detection, instance segmentation or classification.
Generate synthetic data from CAD-models.
To make use of our synthetic data engine, upload one or multiple CAD-models, define the defect classes that you expect and where you would expect them to appear on the part geometry. Next, define other relevant inspection parameters such as lighting and texture. Based on your input, the software will prepare the ideal dataset for your task.
Build complex applications in no time.
Once the training job is done, you can embed your model into an application. You can define input (i.e. one or multiple cameras) and output, as well as all the steps in between, including conditional paths, thresholds and the option to stack multiple models on top of each other.
Deploy in your production environment.
There is various options for deploying the application in your production environment - from an API endpoint in the cloud to Docker containers and our SightEdge software, which can run locally on your edge device on the line. Thanks to the use of standard interfaces, integration and communication with existing hardware is fairly straight-forward.
Continuous improvements.
Things may change and certain models might need to evolve over time. We give you the tools to adjust your application based on the feedback you receive from the line.
Visualize and analyze your results.
Next-level defect analysis is waiting for you: create a spatially-resolved visualization of your most common defects and monitor trends over time to draw conclusions on predictive maintenance and how to improve your production processes. You can also set up an alerting system in case a certain threshold is met and much more...
FAQ
Didn't find the answer you were looking for? Please reach out!
None! You can get started with just a CAD-file. However, in case you can get your hands on a few images, we'd recommend uploading them for validation purposes. If you already have a lot of real-world data - great! Let's use that as well and train in hybrid mode.
Getting in touch.
Let's open up a new chapter of machine vision together. We support leading companies from various industries to manage the entire AI lifecycle. Join us!