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How Advex creates synthetic data to improve machine vision for manufacturers

  • Advex AI is using synthetic data to circumvent the data problem faced by many AI manufacturers.
  • The startup generates thousands of 'fake' images using small samples provided.
  • Advex has already secured several clients, including seven enterprise customers.
  • It has raised $3.6M in funding with Pearl VC, Construct Capital, and Emerson Collective as its major investors.
  • The co-founders have backgrounds in machine learning research roles at DeepMind, Berkeley and Google Brain.
  • The startup also employs a proprietary diffusion model to create highly realistic synthetic data.
  • The diffusion model is capable of generating images in just seconds.
  • Advex counts car manufacturers and logistics companies as its target customers.
  • Other VC-backed companies are working on similar projects, including Synthesis AI and Parallel Domain.
  • Synthetic data is not a new concept, but there is increased demand for appropriate AI training data.

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