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公开(公告)号:US20200269136A1
公开(公告)日:2020-08-27
申请号:US16287670
申请日:2019-02-27
Applicant: Nvidia Corporation
Inventor: Prakash Gurumurthy , Yan Breek , Alexey Solovey , Evgeny Tumanov
Abstract: Personalized coaching is provided to users of an application, such as players of an electronic gaming application. Data can be obtained that demonstrates how skilled users utilize an application, such as how professional players play a game. This data can be used to train a machine learning model for the game. Gameplay data for an identified player can be obtained, and related information provided as input to the trained model. The model can infer one or more actions or strategies to be taken by the player in order to achieve a determined goal. The information can be conveyed to the player using visual, audio, or haptic guidance during gameplay, or can be provided offline, such as with video or rendered replay of the game session. The types of advice or coaching given can vary depending upon factors such as the goals, skill level, and preferences of the player, and can update over time.
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公开(公告)号:US20220391639A1
公开(公告)日:2022-12-08
申请号:US17337084
申请日:2021-06-02
Applicant: NVIDIA Corporation
Inventor: Prakash Gurumurthy , Milind Naphade , Yan Breek , Shuo Wang
Abstract: Apparatuses, systems, and techniques to train neural networks to perform classification. In at least one embodiment, one or more neural networks are trained to perform classification based, at least in part, on grouping one or more sets of neural network training data according to behaviors of one or more objects within one or more images represented by the training data.
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公开(公告)号:US20230125477A1
公开(公告)日:2023-04-27
申请号:US17511443
申请日:2021-10-26
Applicant: NVIDIA Corporation
Inventor: Prakash Gurumurthy , Piyush C. Modi
Abstract: Apparatuses, systems, and techniques to facilitate feature detection of a manufactured object such as a PCB using combined images of said manufactured object. In at least one embodiment, an automated optical inspection system (AOI) comprising one or more neural networks can infer based, at least in part, on combined images of a PCB the existence of defects on said PCB.
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公开(公告)号:US20220274018A1
公开(公告)日:2022-09-01
申请号:US17748975
申请日:2022-05-19
Applicant: Nvidia Corporation
Inventor: Prakash Gurumurthy , Yan Breek , Alexey Solovey , Evgeny Tumanov
Abstract: Personalized coaching is provided to users of an application, such as players of an electronic gaming application. Data can be obtained that demonstrates how skilled users utilize an application, such as how professional players play a game. This data can be used to train a machine learning model for the game. Gameplay data for an identified player can be obtained, and related information provided as input to the trained model. The model can infer one or more actions or strategies to be taken by the player in order to achieve a determined goal. The information can be conveyed to the player using visual, audio, or haptic guidance during gameplay, or can be provided offline, such as with video or rendered replay of the game session. The types of advice or coaching given can vary depending upon factors such as the goals, skill level, and preferences of the player, and can update over time.
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公开(公告)号:US11376500B2
公开(公告)日:2022-07-05
申请号:US16287670
申请日:2019-02-27
Applicant: Nvidia Corporation
Inventor: Prakash Gurumurthy , Yan Breek , Alexey Solovey , Evgeny Tumanov
Abstract: Personalized coaching is provided to users of an application, such as players of an electronic gaming application. Data can be obtained that demonstrates how skilled users utilize an application, such as how professional players play a game. This data can be used to train a machine learning model for the game. Gameplay data for an identified player can be obtained, and related information provided as input to the trained model. The model can infer one or more actions or strategies to be taken by the player in order to achieve a determined goal. The information can be conveyed to the player using visual, audio, or haptic guidance during gameplay, or can be provided offline, such as with video or rendered replay of the game session. The types of advice or coaching given can vary depending upon factors such as the goals, skill level, and preferences of the player, and can update over time.
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