AR128530A2 - Sistemas y métodos para entrenar redes generativas antagónicas y uso de redes generativas antagónicas entrenadas - Google Patents

Sistemas y métodos para entrenar redes generativas antagónicas y uso de redes generativas antagónicas entrenadas

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Publication number
AR128530A2
AR128530A2 ARP230100352A ARP230100352A AR128530A2 AR 128530 A2 AR128530 A2 AR 128530A2 AR P230100352 A ARP230100352 A AR P230100352A AR P230100352 A ARP230100352 A AR P230100352A AR 128530 A2 AR128530 A2 AR 128530A2
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Argentina
Prior art keywords
networks
antagonical
generative
training
interest
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ARP230100352A
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English (en)
Inventor
Dinh Nhan Ngo
Guilio Evangelisti
Flavio Navari
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Cosmo Artificial Intelligence Ai Ltd
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Publication of AR128530A2 publication Critical patent/AR128530A2/es

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Abstract

La presente invención se refiere a sistemas y métodos implementados por computadora para el entrenamiento y uso de redes generativas antagónicas. En una implementación, un sistema para entrenar una red generativa antagónica puede incluir al menos un procesador que puede proveer una pluralidad de imágenes que incluyen representaciones de una característica de interés e indicadores de ubicación de la característica de interés y el uso de la primera pluralidad de indicadores para entrenar una red de detección de objetos. Además, el o los procesadores pueden proveer una segunda pluralidad de imágenes que incluye representaciones de la característica de interés, y aplicar la red de detección de objetos entrenada a la segunda pluralidad para producir una pluralidad de detecciones de la característica de interés. Adicionalmente, el o los procesadores pueden proveer verificaciones establecidas manualmente de verdaderos positivos y falsos positivos con respecto a la pluralidad de detecciones, usar las verificaciones para entrenar una red generativa antagónica, y volver a entrenar la red generativa antagónica usando por lo menos un conjunto adicional de imágenes, detecciones adicionales y otras verificaciones establecidas manualmente.
ARP230100352A 2018-06-13 2023-02-15 Sistemas y métodos para entrenar redes generativas antagónicas y uso de redes generativas antagónicas entrenadas AR128530A2 (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US16/008,006 US10810460B2 (en) 2018-06-13 2018-06-13 Systems and methods for training generative adversarial networks and use of trained generative adversarial networks
EP18180570.6A EP3582143A1 (en) 2018-06-13 2018-06-28 Systems and methods for training generative adversarial networks and use of trained generative adversarial networks

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AR128530A2 true AR128530A2 (es) 2024-05-15

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ARP190101604A AR115522A1 (es) 2018-06-13 2019-06-11 Sistemas y métodos para entrenar redes generativas antagónicas y uso de redes generativas antagónicas entrenadas
ARP230100352A AR128530A2 (es) 2018-06-13 2023-02-15 Sistemas y métodos para entrenar redes generativas antagónicas y uso de redes generativas antagónicas entrenadas

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US (4) US10810460B2 (es)
EP (2) EP3582143A1 (es)
JP (2) JP7455821B2 (es)
KR (1) KR20210032951A (es)
CN (2) CN118736374A (es)
AR (2) AR115522A1 (es)
AU (2) AU2019286544B2 (es)
BR (1) BR112020025390A8 (es)
CA (1) CA3103316A1 (es)
IL (1) IL279416A (es)
MX (2) MX2020013412A (es)
SG (1) SG11202012374WA (es)
TW (1) TWI793337B (es)
WO (1) WO2019238712A1 (es)
ZA (1) ZA202007745B (es)

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