What do we do?

Data Generation.
Data Labeling.
Augmentation.
Synthetic Data is Data 2.0
​If you are training computer vision models to solve complex problems, you need synthetic data. Synthetic data is the future of all machine learning training data.
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More Data:​ ​
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We use CGI and 3D rendering engines and leverage the power of cloud computing and ML to generate unlimited data sets.​
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Better Data:
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Automatic, pixel perfect data labeling. ​We can target specific, hard-to-get edge cases. Our data is self-improving. Auto-ML for data!
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Built-In Privacy:​
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U​nbiased, diverse data free of any privacy issues. ​Our data can equally represent all ethnicities, races, and genders.

What We Offer
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Zumo Labs​ offers both custom synthetic data solutions and open source developer tools for synthetic data generation.
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Curious, want to play around with our tools? Check out ZPY.
Want us to take from here? Reach out to us for custom synthetic data solutions. How does it work?
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We consider your use case and the ML models that you are using, training, and/or improving.
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We create a simulation or scene.
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We generate data (images, animations, videos, you name it) for you. We have full state knowledge of the scene, meaning we provide:
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Full key-point skeleton
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Normals
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Depth
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Stereo
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Class and instance segmentation
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Multiple camera angles
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Instance tracking​
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Occluded key-points
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6D pose
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And much more