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What do we do?

Image by Lucas George Wendt

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.

 

Synthetic data vs rudimentary labels.PNG

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.

 

  • 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

  • Normals

  • Depth

  • Stereo

  • Class and instance segmentation

  • Multiple camera angles

  • Instance tracking​

  • Occluded key-points

  • 6D pose

  • And much more

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