Synigen has been built as a 3D CAD-like software that allows the user to: load multiple file formats like: stp, obj, stl, ... and pan, rotate and zoom like any other CAD software. The user can easily setup a virtual environment of the real industrial setup. With automatic defect generation and multiple automation tools, the user can generate synthetic annotated images of realistic renderings in no time.
SYNIGEN
Why use synthetic data?
In modern artificial intelligence developments, data is the one most important and valuable resource. Getting the right data is on one side the most important part, but on the other side one of the most challenging parts of building accurate AI models. Gathering precise data and data of sufficient quality in real world is complicated, expensive and time consuming. This is where synthetic data plays an increasingly important role.
Challenges of failing Computer Vision System projects
Inadequate Hardware
Time / Rare defects
Poor data (quality/amount)
Goal VS ROI
Related cost
Game changer, Synigen
Underlaying Magic
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Realistic rendering
The 3D rendering is done with the latest technologies and techniques.
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Auto defect integration
Defects (2D and 3D) can be added manually or automatically with an automation module.
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AI module / Annotation
With the integrated AI module, the inference can be shown directly within Synigen, optimizing the fine tuning time.
Added Value
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Speed
Synigen allows the customer to create a batch of images with defects in a very short time, even for defects that happen rarely in the real world, but with a big impact on the quality of the product.
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Flexibility
The models can be modified or updated easily and thus the created synthetic data can be adapted in a very flexible way without a costly impact.
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Accuracy
No human interaction during the labelling / annotation of the images means no biases or errors introduced.
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Value
Where human annotated images can cost up to 6$ per image, the synthetic images created by Synigen are costing cents.
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Curf is participating in the ESA Business Incubation Centre Belgium.