Systems and methods for generating notification interfaces based on interactions with broadcast events are provided. The system can maintain content items corresponding to a live event, and identify interactions provided via a broadcast receiver device while the broadcast receiver device presented corresponding historic live event broadcasts. The system can determine an arrangement of the content items corresponding to the live event based on attributes of the historic live event broadcasts. The system can generate display instructions for the broadcast receiver device that cause the broadcast receiver device to display the content items with a broadcast of the live event according to the arrangement, and transmit the display instructions to the broadcast receiver device to cause the broadcast receiver device to display the content items with the broadcast of the live event.

The present disclosure provides live event systems having one or more processors coupled to memory. The live event system can access a plurality of messages associated with a live event broadcasted to a plurality of broadcast receiver devices via a broadcast provider system. The live event system can determine that at least one message of the messages satisfies a condition of a notification generation policy relating to the live event. The live event system can identify, from the broadcast receiver devices, a subset of broadcast receiver devices that satisfy a notification transmission policy relating to the live event. The live event system can transmit instructions to the broadcast provider system, instructions causing the broadcast provider system to communicate with each broadcast receiver device of the subset of broadcast receiver devices and cause each broadcast receiver device of the subset to display a notification identifying the live event.

A method is shown. The method includes maintaining a plurality of player profiles corresponding to players consuming a service of the one or more processors, each of the plurality of player profiles associated with a respective one of the plurality of broadcast receiver devices. The method includes maintaining a plurality of live events to monitor. The method includes identifying a subset having one or more attributes that satisfy a content selection policy relating to a live event. The method includes determining from data identifying the live event accessed via a data feed, that the live event has started. The method includes transmitting instructions to the broadcast provider system that cause the broadcast provider system to communicate with each broadcast receiver device and cause the broadcast receiver device to i) display a notification indicating that the live event has started or ii) initiate recording of the live event.

Systems and methods for generating notification interfaces based on media broadcast access events are provided. The system can determine, based on one or more attributes of the plurality of historic content streams accessed by a broadcast receiver device, an arrangement of the plurality of content items corresponding to the one or more live events. The system can generate display instructions for the broadcast receiver device that cause the broadcast receiver device to display a notification including the plurality of content items with a broadcast of a live event of the one or more live events according to the arrangement. The system can transmit the display instructions to the broadcast receiver device to cause the broadcast receiver device to display the notification including the plurality of content items with the broadcast of the live event of the one or more live events according to the arrangement.

The present disclosure provides event capture systems having one or more processors coupled to memory. The event capture system can identify a wager corresponding to a live event associated with a client device. The event capture system can identify a broadcast receiver device corresponding to the client device. The event capture system can generate recording instructions for the broadcast receiver device that cause the broadcast receiver device to initiate a recording of a broadcast of the live event. The event capture system can transmit the recording instructions to the broadcast receiver device to cause the broadcast receiver device to schedule a recording for the broadcast of the live event.

Systems and methods for modifying broadcast interfaces based on detected broadcast events are disclosed. The system can identify a player profile corresponding to an application executing on a broadcast receiver device, and detect a change in a status of an interaction associated with the player profile. The system can generate instructions for the application executing on the broadcast receiver device that causes the application executing on the broadcast receiver device to display a notification based on the change in the status of the interaction. The system can transmit the instructions to the broadcast receiver device to cause the application executing on the broadcast receiver device to display the notification as an overlay to a broadcast received by the broadcast receiver device.

Provided is a system and method for publishing a disparate live media output stream that complies with distribution format regulations. One or more processors in the system generate a preview based on a low-latency protocol for a plurality of live input streams, and generate an updated schedule based on one or more events identified in the preview in real-time. The updated schedule includes one or more transitions between the plurality of live input streams and pre-encoded media assets. A disparate live media output stream manifest is generated based on manipulation of manifests of the plurality of live input streams and pre-encoded media assets in accordance with the updated schedule. The generated disparate live media output stream manifest is delayed to allow decisions based on the preview, and includes programming content and non-programming content available to the one or more processors for immediate consumption, and complies with distribution format regulations.

Systems and methods for entity detection using artificial intelligence, including: a deep learning model service configured to: select and analyze a set of frames from a media item to determine a set of candidate brand-probability pairs; a voting engine configured to: determining that a first brand-probability pair of a set of candidate brand-probability pairs based on at least one obtained hyperparameter value does not meet a threshold for determining whether candidate brand-probability pairs are to be included in a result set; excluding the first brand-probability pair from the result set based on the determination; sorting the result set; and selecting at least one final brand-probability pair from the result set; and an offline transcoding service configured to: store the final brand-probability pair in a repository with a relation to an identifier of the media item.

Systems and methods for programmatic generation of training data, including: a training data generation engine configured to: identify an image asset corresponding to an entity; identify a training video; select a consecutive subset of frames of the training video based on a procedure for ranking frames on their candidacy for overlaying content; for at least one frame of the subset of frames: perform an augmentation technique on the identified logo image to generate an augmented image asset; overlay at least one variation of the image asset, including the augmented image asset, onto each of the subset of frames to generate a set of overlayed frames; and generate an augmented version of the training video including the overlayed frames; and a model training engine configured to: train an artificial intelligence model for entity detection using the augmented version of the training video.

Provided is a system and method for publishing a disparate live media output stream that complies with distribution format regulations. The system generates an updated schedule in real-time based on an event identified in a low-latency preview of a plurality of live input streams. The system further generates a disparate live media output stream manifest based on manipulation of manifests of the plurality of live input streams and a plurality of pre-encoded media assets in accordance with the updated schedule.