Patents Assigned to Machina, Inc.
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Patent number: 11813529Abstract: In an embodiment, a process to predict an outcome of a competition includes receiving time-stamped position information of participant(s), the time-stamped position information captured by a telemetry tracking system during the competition. The process includes calculating while the competition is ongoing a covariate parameter for each of one or more participants at a point in time, where each respective covariate parameter is derived from the time-stamped position information of a corresponding participant at the point in time. The process includes predicting the outcome of the competition, as of the point in time, based at least in part on (i) a difference between a calculated competitor strength of the first competitor the second competitor based on historical data associated with the competitors, and (ii) the calculated first covariate parameter(s).Type: GrantFiled: March 22, 2022Date of Patent: November 14, 2023Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol
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Patent number: 11816760Abstract: Techniques are disclosed to add augmented reality to a sub-view of a high resolution central video feed. In various embodiments, a central video feed is received from a first camera on a first recurring basis and time-stamped position information is received from a tracking system on a second recurring basis. The central video feed is calibrated against a spatial region encompassed by the central video feed. The received time-stamped position information and a determined plurality of tiles associated with at least one frame of the central video feed are used to define a first sub-view of the central video feed. The first sub-view and a homography defining placement of augmented reality elements on the at least one frame of the central video feed are provided as output to a device configured to use the first sub-view and the homography display the first sub-view.Type: GrantFiled: December 15, 2022Date of Patent: November 14, 2023Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol, Anne Gerhart
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Patent number: 11754662Abstract: A process to partition a video feed to segment live player activity includes receiving, on a first recurring basis, a transmission of a central video feed from a first camera. The central video feed is calibrated against a spatial region represented in at least two dimensions that is encompassed by the central video feed. The process includes receiving, on a second recurring basis, a respective time-stamped position information from each tracking device in a plurality of tracking devices. Each tracking device is worn by a corresponding subject on the spatial region and transmits positional information that describes a time-stamped position of the corresponding subject in the spatial region. The process uses the received information and the calibration to define a first sub-view of the central video feed associated with a first subject. The first sub-view comprises a corresponding sub-frame associated with the first subject.Type: GrantFiled: September 3, 2021Date of Patent: September 12, 2023Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol
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Patent number: 11748832Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyses. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyses can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: GrantFiled: November 13, 2020Date of Patent: September 5, 2023Assignee: LEX MACHINA, INC.Inventors: Gavin Carothers, Karl Harris, Brian C. Howard, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon
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Patent number: 11587266Abstract: Techniques are disclosed to add augmented reality to a sub-view of a high resolution central video feed. In various embodiments, a central video feed is received from a first camera on a first recurring basis and time-stamped position information is received from a tracking system on a second recurring basis. The central video feed is calibrated against a spatial region encompassed by the central video feed. The received time-stamped position information and a determined plurality of tiles associated with at least one frame of the central video feed are used to define a first sub-view of the central video feed. The first sub-view and a homography defining placement of augmented reality elements on the at least one frame of the central video feed are provided as output to a device configured to use the first sub-view and the homography display the first sub-view.Type: GrantFiled: July 21, 2021Date of Patent: February 21, 2023Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol, Anne Gerhart
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Patent number: 11568713Abstract: In an embodiment, a process to predict a probability of a future event occurring in a present competition includes receiving time-stamped position information of one or more participants in the present competition. The time-stamped position information is captured by a telemetry tracking system during the present competition. The process uses the time-stamped position information to determine a first play situation of the present competition. The process determines, based on at least the first play situation and playing data associated with at least a subset of one or both of a first set of one or more participants and a second set of one or more participants, a prediction of the probability of a first future event occurring at the present competition.Type: GrantFiled: January 20, 2020Date of Patent: January 31, 2023Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol
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Patent number: 11311808Abstract: In an embodiment, a process to predict an outcome of a competition includes receiving time-stamped position information of participant(s), the time-stamped position information captured by a telemetry tracking system during the competition. The process includes calculating while the competition is ongoing a covariate parameter for each of one or more participants at a point in time, where each respective covariate parameter is derived from the time-stamped position information of a corresponding participant at the point in time. The process includes predicting the outcome of the competition, as of the point in time, based at least in part on (i) a difference between a calculated competitor strength of the first competitor the second competitor based on historical data associated with the competitors, and (ii) the calculated first covariate parameter(s).Type: GrantFiled: January 20, 2020Date of Patent: April 26, 2022Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol
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Patent number: 11305194Abstract: A process to track and provide positional information for display on a remote device includes receiving, on a first recurring basis, time-stamped position information of participant(s) in a competition. The time-stamped position information is captured by a telemetry tracking system during the competition and describes a time-stamped position of each of one or more corresponding participants in a predetermined spatial region. The process includes communicating at least a subset of time-stamped position information to the remote device on a second recurring basis. The remote device uses the time-stamped position information to overlay a representation of one or more of said participants onto a first virtual reproduction of at least a relevant portion of the predetermined spatial region to produce and display an instance of a compiled virtual scene that shows a respective position of each of the participant(s) on the first virtual reproduction of the predetermined spatial region.Type: GrantFiled: January 20, 2020Date of Patent: April 19, 2022Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol
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Patent number: 11172248Abstract: An embodiment of a process for providing a customized composite video feed at a client device includes receiving a background video feed from a remote server, receiving (via the communications interface) content associated with one or more user-specific characteristics, and determining one or more data elements based at least in part on the received content. The process includes generating a composite video feed customized to the one or more user-specific characteristics including by matching at least corresponding portions of the one or more data elements to corresponding portions of the background video feed, and displaying the composite video feed on a display device of the client device.Type: GrantFiled: March 13, 2020Date of Patent: November 9, 2021Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Grygorii Shcherbiak, Kristopher Hanes, Charles D. Ebersol
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Patent number: 11140328Abstract: A process to partition a video feed to segment live player activity includes receiving, on a first recurring basis, a transmission of a central video feed from a first camera. The central video feed is calibrated against a spatial region represented in at least two dimensions that is encompassed by the central video feed. The process includes receiving, on a second recurring basis, a respective time-stamped position information from each tracking device in a plurality of tracking devices. Each tracking device is worn by a corresponding subject on the spatial region and transmits positional information that describes a time-stamped position of the corresponding subject in the spatial region. The process uses the received information and the calibration to define a first sub-view of the central video feed associated with a first subject. The first sub-view comprises a corresponding sub-frame associated with the first subject.Type: GrantFiled: January 20, 2020Date of Patent: October 5, 2021Assignee: Tempus Ex Machina, Inc.Inventors: Erik Schwartz, Michael Naquin, Christopher Brown, Steve Xing, Pawel Czarnecki, Charles D. Ebersol
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Publication number: 20210065323Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyses. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyses can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: ApplicationFiled: November 13, 2020Publication date: March 4, 2021Applicant: Lex Machina, Inc.Inventors: Gavin Carothers, Karl Harris, Brian C. Howard, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon
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Patent number: 10853896Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyses. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyses can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: GrantFiled: June 7, 2018Date of Patent: December 1, 2020Assignee: Lex Machina, Inc.Inventors: Gavin Carothers, Karl Harris, Brian C. Howard, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon
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Patent number: 10740694Abstract: A computer-implemented method of performing machine vision prediction of digital images using synthetically generated training assets comprises digitally capturing a plurality of assets; configuring each of the assets in the plurality of assets with a plurality of asset attributes; under computer program control, selecting a plurality of different combinations of parameters from among the plurality of asset attributes, and creating a plurality of sets of different synthetic dataset parameters; using computer graphics software, and example parameter values from among the synthetic dataset parameters, creating a synthetic dataset by compiling from a plurality of example images and metadata; configuring a plurality of machine learning trials and executing the trials to train a machine vision model, resulting in creating and storing a trained machine vision model; executing a validation of the trained machine vision model; and inferring a prediction using the trained machine vision model.Type: GrantFiled: August 7, 2019Date of Patent: August 11, 2020Assignee: Vis Machina Inc.Inventors: Alex Harvill, Michael Fu
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Publication number: 20190012753Abstract: In one embodiment, a method for searching for drawings found in a set of patent-related documents includes receiving a search query, and searching a parts index for part names matching one or more terms in the search query. The method further includes displaying one or more drawings, wherein the one or more drawings include at least one part name within the search query and the part name is stored within the parts index. In another embodiment, a method for searching for drawings includes receiving a request to search for drawings relating to a select drawing of a patent-related document, extracting parts information from the select drawing, and comparing the extracted parts information with parts information stored in a parts index. The method further includes determining that one or more drawings are similar to the select drawing, and displaying the one or more drawings.Type: ApplicationFiled: September 11, 2018Publication date: January 10, 2019Applicant: Lex Machina, Inc.Inventors: Brian K. Elias, Matthew C. Morrise, Ray Daley
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Patent number: 10140671Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyses. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyses can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: GrantFiled: August 11, 2015Date of Patent: November 27, 2018Assignee: Lex Machina, Inc.Inventors: Gavin Carothers, Karl Harris, Brian C. Howard, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon, Carla L. Rydholm
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Patent number: 10133755Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyzes. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyzes can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: GrantFiled: August 11, 2015Date of Patent: November 20, 2018Assignee: Lex Machina, Inc.Inventors: Gavin Carothers, Karl Harris, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon
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Patent number: 10121216Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyses. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyses can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: GrantFiled: August 11, 2015Date of Patent: November 6, 2018Assignee: Lex Machina, Inc.Inventors: Gavin Carothers, Karl Harris, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon
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Patent number: 10115170Abstract: In one embodiment, a method for searching for drawings found in a set of patent-related documents includes receiving a search query, and searching a parts index for part names matching one or more terms in the search query. The method further includes displaying one or more drawings, wherein the one or more drawings include at least one part name within the search query and the part name is stored within the parts index. In another embodiment, a method for searching for drawings includes receiving a request to search for drawings relating to a select drawing of a patent-related document, extracting parts information from the select drawing, and comparing the extracted parts information with parts information stored in a parts index. The method further includes determining that one or more drawings are similar to the select drawing, and displaying the one or more drawings.Type: GrantFiled: July 3, 2014Date of Patent: October 30, 2018Assignee: Lex Machina, Inc.Inventors: Brian K. Elias, Matthew C. Morrise, Ray Daley
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Publication number: 20180285994Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyses. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyses can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: ApplicationFiled: June 7, 2018Publication date: October 4, 2018Applicant: Lex Machina, Inc.Inventors: Gavin Carothers, Karl Harris, Brian C. Howard, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon
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Patent number: 10043228Abstract: Various of the disclosed embodiments concern systems and methods for applying legal analytics. In some embodiments, a legal analytics platform retrieves legal data from an electronic database, analyzes some or all of the legal data, and identifies interesting patterns and results of statistical analyses. In order to permit searching of the legal data, metadata elements or tags can be generated for legal entities and legal events. In some embodiments, the legal analytics platform identifies timestamps in the legal data and performs time-based statistical analysis. Results of the statistical analyses can be presented to a user via a graphical user interface (GUI), which may also allow the user to interact with the legal analytics platform and search one or more databases of legal data.Type: GrantFiled: August 11, 2015Date of Patent: August 7, 2018Assignee: Lex Machina, Inc.Inventors: Gavin Carothers, Karl Harris, Brian C. Howard, John Lehmann, Timothy Wade Malone, Nicholas O. Pilon