Patent
Training machine learning models
Tatiana Surazhsky,Leonid Bobovich,Michael Kemelmakher,Ran Moshe Bittmann +3 more
- 20 Sep 2018
15
TL;DR: In this article, the authors provided a system that may include a processor and a memory, where the memory may be configured to store instructions that results in operations when executed by the processor.
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Abstract: In one respect, there is provided a system that may include a processor and a memory The memory may be configured to store instructions that results in operations when executed by the processor The operations may include: training a machine learning model by at least processing a training set with the machine learning model, the training set including at least one synthetic image that is generated by applying one or more modifications to a non-synthetic image; determining, based at least on a result of the processing of the mixed training set, that the machine learning model is unable to classify images having a specific modification; and training the machine learning model with additional training data that includes one or more additional synthetic images having the specific modification Related methods and articles of manufacture are also disclosed
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Citations
Patent
Method, device and system for remote deep learning for microscopic image reconstruction and segmentation
Schoenmakers Remco,Peemen Maurice,Boughorbel Faysal,Potocek Pavel +3 more
- 19 Jun 2019
TL;DR: In this article, a method of training a network for reconstructing and/or segmenting microscopic images comprising the step of training the network in the cloud is proposed, where training data comprising microscopic images can be uploaded into the cloud and a network is trained by the microscopic images.
2
Patent
System and method for display of visual representations of vehicle associated information based on three dimensional model
Hoover Andrew R
- 21 May 2020
TL;DR: In this paper, the authors present an electronic system for a vehicle that includes a memory and a control circuitry, where the memory stores a three-dimensional (3D) model associated with the vehicle and the control circuitry generates a visual representation that corresponds to at least one of a first view of the vehicle or a second view of a component of a vehicle, based on the stored 3D model.
1
Patent
Systems and methods for identifying form fields
Goodsitt Jeremy,Walters Austin,Pham Vincent,Watson Mark,Truong Anh,Abdi Taghi Abad Fardin,Farivar Reza,Key Kate +7 more
- 19 Nov 2019
TL;DR: In this paper, a system for generating synthetic data from a plurality of documents may include at least one processor and at least two non-transitory memory storing instructions that, when executed by the at least single processor, cause the system to receive a plurality, individual documents of the plurality having the same document type, generate a distribution of values for a corresponding pixel in the individual documents.
1
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Counter-fraud measures for an ATM device
Farivar Reza,Taylor Kenneth,Walters Austin,Ford Iii Joseph,Adhikari Rittika +4 more
- 08 Sep 2020
TL;DR: In this article, the authors use a deep learning network trained using synthetic models of hands to detect a user's hand approaching the instrument dispenser after dispensing a plurality of instruments.
Patent
Label-free assessment of biomarker expression with vibrational spectroscopy
Bauer Daniel
- 04 Mar 2021
TL;DR: In this article, the authors present automated systems and methods for predicting an expression of one or more biomarkers in a sample of a biological specimen, where the sample is one which has an unknown fixation status or one where the duration of fixation to which the sample was subject is unknown.
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TL;DR: In this paper, a system for broad area geospatial object recognition, identification, classification, location and quantification is proposed, comprising an image manipulation module to create synthetically-generated images to imitate and augment an existing quantity of orthorectified gespatial images; together with a deep learning module and a convolutional neural network serving as an image analysis module.
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Conference system including automated equipment setup
Fred Bargetzi,Daniel Jackson,Brian Donlan,Adam Hanson,Ara Seferian,Toine Leerentveld +5 more
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TL;DR: A conference system leveraging radio frequency communication standards for initiating a conference and controlling conference room presets is presented in this article, where the system comprises a processor, a memory, a data storage device, a display, and at least one communication interface configured to enable communications with a remote server and one or more RF beacons.
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