US Patent:
20190034822, Jan 31, 2019
Inventors:
- Burbank CA, US
Marc JUNYENT MARTIN - Barcelona, ES
Matthew C. PETRILLO - Sandy Hook CT, US
Monica ALFARO VENDRELL - Barcelona, ES
Pablo Beltran SANCHIDRIAN - Barcelona, ES
Avner SWERDLOW - Los Angeles CA, US
Katharine S. ETTINGER - Santa Monica CA, US
Evan A. BINDER - Calabasas CA, US
Anthony M. ACCARDO - Los Angeles CA, US
International Classification:
G06N 99/00
G06N 5/02
G06K 9/00
G06K 9/62
Abstract:
Systems, methods, and articles of manufacture to perform an operation comprising processing, by a machine learning (ML) algorithm and a ML model, a plurality of images in a first dataset, wherein the ML model was generated based on a plurality of images in a training dataset, receiving user input reviewing a respective set of tags applied to each image in the first data set as a result of the processing, identifying, based on a first confusion matrix generated based on the user input and the sets of tags applied to the images in the first data set, a first labeling error in the training dataset, determining a type of the first labeling error based on a second confusion matrix, and modifying the training dataset based on the determined type of the first labeling error.