Invention Application
- Patent Title: METHOD FOR TRAINING AND REFINING AN ARTIFICIAL INTELLIGENCE
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Application No.: US15635177Application Date: 2017-06-27
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Publication No.: US20180373980A1Publication Date: 2018-12-27
- Inventor: Brody Huval
- Applicant: drive.ai Inc.
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06K9/66 ; G06K9/00 ; G01S17/89 ; G01S17/93

Abstract:
One variation of a method for training and refining an artificial intelligence includes: training a neural network on a training set to identify objects in optical images; receiving a manual label attributed to an optical image—recorded by a road vehicle during its operation—by a human annotator; passing the optical image through the neural network to generate an automated label attributed to the optical image; in response to the manual label differing from the automated label, serving the optical image to a human annotator for manual confirmation of one of the manual label and the automated label; appending the training set with the optical image containing one of the manual label and the automated label based on confirmation received from the human annotator; and retraining the neural network, with the training set, to identify objects in optical images.
Information query