Abstract: Where an event is determined to have occurred at a location within a vicinity of a plurality of actors, imaging data captured using cameras having the location is processed using one or more machine learning systems or techniques operating on the cameras to determine which of the actors is most likely associated with the event. For each relevant pixel of each image captured by a camera, the camera returns a set of vectors extending to pixels of body parts of actors who are most likely to have been involved with an event occurring at the relevant pixel, along with a measure of confidence in the respective vectors. A server receives the vectors from the cameras, determines which of the images depicted the event in a favorable view, based at least in part on the quality of such images, and selects one of the actors as associated with the event accordingly.

Abstract: A first request to conduct a transaction via a mobile application is received from a user of the mobile application. In response to the receiving of the first request, a first portion of a transaction flow is rendered on a graphical user interface of the mobile application. A determination is made that the mobile application is unable to render a second portion of the transaction flow. In response to the determining, a second request is sent to a server to provide details for the second portion of the transaction flow. After the sending, computer programming code is received. The computer programming code corresponds to the details of the second portion of the transaction flow. Based on the received computer programming code, the second portion of the transaction flow is rendered for the mobile application on the mobile device.

Abstract: A first request to conduct a transaction via a mobile application is received from a user of the mobile application. In response to the receiving of the first request, a first portion of a transaction flow is rendered on a graphical user interface of the mobile application. A determination is made that the mobile application is unable to render a second portion of the transaction flow. In response to the determining, a second request is sent to a server to provide details for the second portion of the transaction flow. After the sending, computer programming code is received. The computer programming code corresponds to the details of the second portion of the transaction flow. Based on the received computer programming code, the second portion of the transaction flow is rendered for the mobile application on the mobile device.

Abstract: A first request to conduct a transaction via a mobile application is received from a user of the mobile application. In response to the receiving of the first request, a first portion of a transaction flow is rendered on a graphical user interface of the mobile application. A determination is made that the mobile application is unable to render a second portion of the transaction flow. In response to the determining, a second request is sent to a server to provide details for the second portion of the transaction flow. After the sending, computer programming code is received. The computer programming code corresponds to the details of the second portion of the transaction flow. Based on the received computer programming code, the second portion of the transaction flow is rendered for the mobile application on the mobile device.

Abstract: A first request to conduct a transaction via a mobile application is received from a user of the mobile application. In response to the receiving of the first request, a first portion of a transaction flow is rendered on a graphical user interface of the mobile application. A determination is made that the mobile application is unable to render a second portion of the transaction flow. In response to the determining, a second request is sent to a server to provide details for the second portion of the transaction flow. After the sending, computer programming code is received. The computer programming code corresponds to the details of the second portion of the transaction flow. Based on the received computer programming code, the second portion of the transaction flow is rendered for the mobile application on the mobile device.