Inventors:
- Ugland House, KY
Gopi Prashanth Gopal - Seattle WA, US
Andrew Yan-Tak Ng - Los Altos CA, US
Karthikeyan Thiruppathisamy Nathillvar - Fremont CA, US
Rustam Hashimov - Menlo Park CA, US
Pingyang He - Palo Alto CA, US
Dillon Anthony Laird - San Francisco CA, US
Yiwen Rong - San Mateo CA, US
Alejandro Betancourt - Medellin, CO
Sanjeev Satheesh - Mountain View CA, US
Yu Qing Zhou - Mountain View CA, US
International Classification:
G06K 9/62
G06N 20/00
G06N 5/04
Abstract:
Systems and methods are disclosed herein for creating a visual guide for developing training data for a classification of image, where the training data includes images tagged with labels for the classification of the images. A processor may prompt a user to define a framework for the classification. For an initial set of images within the training data, qualified human classifiers are prompted to locate the images within the framework and to tag the images with labels. The processor determines whether the tagged images have consistent labels, and, if so, the processor adds images to the training data. The processor may add the images by providing a visual guide, the visual guide including tagged images arranged according to their locations within the framework their labels, and prompting human classifiers to tag the additional images with labels for the classification, according to the visual guide.