US Patent Application 18313273. DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR EVALUATING A CONTROL OF A GENERATOR FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE simplified abstract

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DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR EVALUATING A CONTROL OF A GENERATOR FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE

Organization Name

Robert Bosch GmbH

Inventor(s)

Edgar Schoenfeld of Tuebingen (DE)

Anna Khoreva of Stuttgart (DE)

Julio Borges of Stuttgart (DE)

DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR EVALUATING A CONTROL OF A GENERATOR FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE - A simplified explanation of the abstract

This abstract first appeared for US patent application 18313273 titled 'DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR EVALUATING A CONTROL OF A GENERATOR FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE

Simplified Explanation

The patent application describes a device and method for evaluating a control of a generator used to determine pixels of a synthetic image.

  • The generator takes a label map and a first latent code as input to generate the synthetic image.
  • The method involves providing the label map and latent code, which contain input data points in a latent space.
  • A control is provided, which includes a set of directions for moving the latent code in the latent space.
  • The first latent code is determined based on moving at least one input data point in a first direction selected from the set of directions.
  • The method then determines the distance between synthetic images generated by the generator for different inputs that vary based on the selected first direction.
  • This distance measurement helps evaluate the effectiveness of the control in determining the pixels of the synthetic image.


Original Abstract Submitted

A device and method for evaluating a control of a generator for determining pixels of a synthetic image. The generator determining pixels of the synthetic image from a first input comprising a label map and a first latent code. The method includes providing the label map and latent code which includes input data points in a latent space; providing the control including a set of directions for moving the latent code in the latent space, determining the first latent code depending on at least one input data point of the latent code that is moved in a first direction which is selected from the set of directions, determining a distance between at least one pair of synthetic images generated by the generator for different first inputs which comprise the label map and vary by the first direction that is selected for determining the first latent code from the latent code.

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