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AssigneeCapital One Services, LLC
InventorsDavid Saul, Neeraj Sharma, Andrew Joyner, Kenneth B. Brewer, Ratnakar Krishnama
Estimating the term…
Various embodiments are generally directed to techniques for generating synthetic data with simulated handwriting, such as for training or evaluating a computer vision process, for instance. Some embodiments are particularly directed to creating simulated handwriting based on input text. For example, attributes of various glyphs included in typefaces stored in a vectorized graphics format may be randomized to produce randomized glyphs. The randomized glyphs may then be used to replace glyphs in an input text to generate simulated handwriting for the input text. In some embodiments, simulated handwriting may be overlaid with a background image to produce a synthetic handwriting image. In some such embodiments, noise may be introduced into the synthetic handwriting image to generate synthetic data comprising the simulated handwriting. In one embodiment, the synthetic data may simulate a handwritten check that is used to train or evaluate an optical character recognition process.
An apparatus, the apparatus comprising:
A method comprising:
A non-transitory computer-readable storage medium having executable instructions stored thereon, which when executed by a processing circuit of a computing device, configures the processing circuit to:
Dependencies are inferred from the claim text.